Snapshot
source-snapshot-shadow-generalization-v1-20260521
Detect emerging, bridge-candidate, and undercited papers inside a curated audio-ML corpus, then expose the signals behind every recommendation.
Trends
Counts and deltas are computed over included worksin Research Radar (the same ingestion policy as search and ranking), not OpenAlex-wide. We compare papers from the selected "recent" year window against an earlier band to label topics rising, steady, or cooling: a sanity check for the corpus, not a field-wide forecast.
Topic labels are imported metadata and can be noisy; use them as coarse navigation hints, not authoritative classifications.
Snapshot
source-snapshot-shadow-generalization-v1-20260521
Topics shown
23
Since year
2025
Min works
2
Momentum table
Recent band uses API since_year, aligned with topic-growth heuristics. Minimum works per topic: 2.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
Use this as a corpus-level readout for topic growth signals, not as a claim about the full field.
If a label rises here, it means your current venue mix and inclusion rules are producing more papers tagged with that OpenAlex topic in the recent window: useful for interpreting topic_growth-style signals, not for claiming the whole field moved.
Corpus-snapshot-specific trends, cluster dynamics, and labeled evaluation (see Evaluation) sit outside this v0 view.