{"id":"W4403710116","doi":"10.1093/nc/niae035","title":"More than words: can free reports adequately measure the richness of perception?","year":2024,"lang":"en","type":"article","venue":"Neuroscience of Consciousness","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Species richness; Perception; Psychology; Metric (unit); Cognitive psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004428719,0.0002447428,0.0003385513,0.000174497,0.0003377653,0.00007887834,0.001035046,0.00007569441,0.00002441553],"category_scores_gemma":[0.000766126,0.0001498643,0.0001635359,0.001464663,0.003076567,0.000265322,0.0002895461,0.0003232602,0.000004911938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001884981,"about_ca_system_score_gemma":0.0001302116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007865961,"about_ca_topic_score_gemma":0.00006279404,"domain_scores_codex":[0.9971692,0.0001782041,0.000526649,0.0008515653,0.0008758875,0.0003984886],"domain_scores_gemma":[0.9984484,0.0002602899,0.0002282027,0.0008567899,0.0001225358,0.00008383869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002017691,0.0001040542,0.009941157,0.00005047404,0.000001869487,0.000273789,0.001170765,0.00001903528,0.9839643,0.0004061719,0.0009419861,0.003106256],"study_design_scores_gemma":[0.0004744051,0.0005844485,0.1661142,0.0003687744,0.0001566341,0.001685658,0.001966492,0.0003275889,0.8192197,0.004740613,0.003630369,0.0007311675],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862612,0.0001440709,0.00004521861,0.009291455,0.003006571,0.0003647597,0.00005347647,0.0001366713,0.0006965378],"genre_scores_gemma":[0.9981002,0.00005855956,0.000009841267,0.0008901694,0.00005476478,0.00003617456,4.053017e-7,0.00002009876,0.0008297763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1647446,"threshold_uncertainty_score":0.9996365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08899084026944505,"score_gpt":0.3523925014063234,"score_spread":0.2634016611368784,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}