{"id":"W4250331211","doi":"10.1159/000131139","title":"Libri / Varia","year":2008,"lang":"en","type":"article","venue":"Psychiatria et Neurologia","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Francophone University Association","funders":"","keywords":"Medicine; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004780173,0.0003327133,0.0003323483,0.0002347184,0.0002294729,0.00004041674,0.000580771,0.0001822349,0.0006244339],"category_scores_gemma":[0.0002543902,0.0003090269,0.0002047018,0.0007603998,0.0001670499,0.0002745218,0.0001419854,0.0005963084,0.01618779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001586975,"about_ca_system_score_gemma":0.0001443469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000380038,"about_ca_topic_score_gemma":0.00001477412,"domain_scores_codex":[0.997354,0.0004851469,0.0004282779,0.0007042089,0.0003944581,0.0006338908],"domain_scores_gemma":[0.9984631,0.0002122749,0.0002075074,0.0008608568,0.00006114086,0.0001950963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001429726,0.0007153834,0.3236508,0.00001559164,0.00009730964,0.0004247927,0.0004477699,0.0003437456,0.008467235,0.02616118,0.6380417,0.0002046678],"study_design_scores_gemma":[0.004471603,0.001281425,0.7992209,0.000004213987,0.00009916201,0.001553792,0.00001067594,0.0007530251,0.0002992356,0.01066861,0.1806985,0.0009387782],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9495953,0.0002346267,0.0001993744,0.004517487,0.00272995,0.0004194041,0.0000599614,0.001536834,0.04070704],"genre_scores_gemma":[0.9895608,0.00007031944,0.003451309,0.005624038,0.0004950517,0.00002774463,0.00002182508,0.0001568233,0.000592097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4755701,"threshold_uncertainty_score":0.9999362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04939538640417965,"score_gpt":0.2825961552145898,"score_spread":0.2332007688104101,"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."}}