{"id":"W4404597328","doi":"10.1093/cercor/bhae455","title":"Introspective psychophysics for the study of subjective experience","year":2024,"lang":"en","type":"article","venue":"Cerebral Cortex","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Introspection; Psychophysics; Psychology; Cognitive psychology; Perception; Phenomenology (philosophy); Cognitive science; Neuroscience; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0101015,0.001199959,0.0008764242,0.001872147,0.001274761,0.004696189,0.001577536,0.002914288,0.009429304],"category_scores_gemma":[0.01726755,0.000436814,0.001407429,0.001316389,0.01865787,0.006841869,0.0044682,0.0133223,0.001901255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001656445,"about_ca_system_score_gemma":0.002471369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008825227,"about_ca_topic_score_gemma":0.0005202128,"domain_scores_codex":[0.9949855,0.002472373,0.0004022516,0.0006976483,0.001284083,0.0001582545],"domain_scores_gemma":[0.9810682,0.01073407,0.001540606,0.005081842,0.001086118,0.0004891296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005810916,0.0001335426,0.001195976,0.0007117653,0.00005909003,0.0001550361,0.002171563,0.000665334,0.003775538,0.919393,0.006828397,0.06485264],"study_design_scores_gemma":[0.00004166102,0.0002751469,0.003598963,0.0006194148,0.0000529226,0.0004495475,0.0004592046,0.001531846,0.001717058,0.8959486,0.09523822,0.00006736376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01406748,0.05775053,0.7228124,0.04349811,0.005944594,0.0004914912,0.0008275596,0.0012252,0.1533828],"genre_scores_gemma":[0.5062819,0.03618522,0.3878672,0.03087875,0.007289707,0.003493439,0.0005169504,0.0008766342,0.02661042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0101015,"threshold_uncertainty_score":0.05342245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03135590771844033,"score_gpt":0.3058260289288665,"score_spread":0.2744701212104262,"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."}}