{"id":"W4409698951","doi":"10.1503/jpn.250060","title":"Dr. Francis Wayne Quan Memorial Prize 2024","year":2025,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art history; Art; Engineering physics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003270309,0.000911465,0.0008025527,0.001069886,0.002258285,0.005463794,0.00101058,0.004910559,0.1481842],"category_scores_gemma":[0.01226659,0.0003517582,0.0005713301,0.0004254149,0.001138184,0.002269974,0.003042086,0.005913412,0.1118382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003151149,"about_ca_system_score_gemma":0.00741902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006042127,"about_ca_topic_score_gemma":0.01268597,"domain_scores_codex":[0.9975465,0.0002591105,0.0000932266,0.0003587987,0.001309554,0.0004328249],"domain_scores_gemma":[0.991591,0.0003815847,0.0002404746,0.0002179891,0.00256315,0.005005766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001514685,0.000005052385,0.00003559724,0.00001333151,0.000001927124,0.000039987,0.0000079087,0.00001021229,0.00004103169,0.001345703,0.9866884,0.0117957],"study_design_scores_gemma":[0.000007113388,0.00001668427,0.0001844168,0.0000627796,0.000002458865,0.0002120271,0.00002923245,0.00002976889,0.00006631706,0.0008777909,0.998503,0.000008391537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0007365138,0.03015778,0.000976249,0.4034925,0.4329855,0.00008667479,0.0007483048,0.0003475924,0.1304689],"genre_scores_gemma":[0.007983879,0.01539561,0.0008829421,0.06996312,0.0598675,0.00007152244,0.0004938292,0.0002559398,0.8450857],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1481842,"threshold_uncertainty_score":0.4957254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05174380936536094,"score_gpt":0.4219610928572381,"score_spread":0.3702172834918772,"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."}}