{"id":"W6899339728","doi":"10.58144/20230720-002","title":"Three Questions to Dr. Frédérick Madore","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Perspective (graphical); Context (archaeology); Focus (optics); Natural (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.003944846,0.001023644,0.001111764,0.001202502,0.004857014,0.003476231,0.00165974,0.009573843,0.06908594],"category_scores_gemma":[0.06121131,0.0004714534,0.001096327,0.0005679625,0.002089528,0.003750292,0.002456944,0.01629679,0.04164033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00467866,"about_ca_system_score_gemma":0.006031026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01448962,"about_ca_topic_score_gemma":0.01778403,"domain_scores_codex":[0.9974184,0.0009409622,0.0002139801,0.0004272729,0.0006690202,0.0003302541],"domain_scores_gemma":[0.9738196,0.005349317,0.001226292,0.0006011984,0.01263002,0.006373614],"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":[0.00001951703,0.0000130205,0.0002627445,0.00003084094,0.00000319769,0.0001022444,0.0003640065,0.00001037588,0.00004835568,0.0003475788,0.9946054,0.004192795],"study_design_scores_gemma":[0.00003848651,0.00003074481,0.0009269731,0.0003361808,0.0000101686,0.001713294,0.004526888,0.00009991814,0.0001873812,0.002145537,0.9899065,0.00007808379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008706253,0.003237389,0.0004714804,0.953136,0.03554215,0.000106472,0.0004245615,0.0002326697,0.00597853],"genre_scores_gemma":[0.01138463,0.003880121,0.001182769,0.8854303,0.0188424,0.0004661297,0.0003582577,0.0002318359,0.07822351],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06908594,"threshold_uncertainty_score":0.2311155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072896852959792,"score_gpt":0.3422690300971561,"score_spread":0.2349793448011769,"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."}}