{"id":"W4317433373","doi":"10.3917/cerpsy.151.0066","title":"Graphologie : comment les experts démasquent les coupables","year":2023,"lang":"fr","type":"article","venue":"Cerveau & Psycho","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Philosophy","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004318136,0.0004320008,0.0004872982,0.000319486,0.00132383,0.0005363633,0.0004399767,0.0001984904,0.01348608],"category_scores_gemma":[0.00007773639,0.0003864856,0.000520186,0.0002264576,0.0007729265,0.0001035439,0.0001435442,0.0002367445,0.0008630707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008908865,"about_ca_system_score_gemma":0.0000504891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009343553,"about_ca_topic_score_gemma":0.002127515,"domain_scores_codex":[0.9974832,0.0001333221,0.0005956497,0.0005853034,0.0004156159,0.0007869074],"domain_scores_gemma":[0.9984869,0.0001964524,0.0001953919,0.0006544658,0.0002426397,0.000224112],"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":[0.00001975738,0.0003952032,0.001827432,0.0001201397,0.0003345132,0.0001034087,0.003998572,0.00007397369,0.00001231892,0.4388489,0.5370847,0.01718112],"study_design_scores_gemma":[0.0004848356,0.0001406261,0.0007705402,0.0002282354,0.0002948943,0.000002338455,0.01810894,0.0005498712,0.00004592484,0.01422228,0.9646615,0.0004899997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06921981,0.1083873,0.0001880288,0.1291318,0.01562102,0.0006207667,0.0007834201,0.0006954221,0.6753524],"genre_scores_gemma":[0.777019,0.03430622,0.0001098136,0.002490218,0.006852533,0.0001310577,0.0004341418,0.0001249888,0.178532],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7077992,"threshold_uncertainty_score":0.9999763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1358938118366062,"score_gpt":0.3508385396472394,"score_spread":0.2149447278106331,"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."}}