{"id":"W4393017590","doi":"10.7202/1106577ar","title":"LIVRES PARUS","year":2023,"lang":"fr","type":"article","venue":"Voix et Images","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Parus; Geography; Zoology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007018323,0.0001747276,0.0002372698,0.00007003293,0.0007505994,0.0001534904,0.0002562584,0.0001477083,0.001186267],"category_scores_gemma":[0.0004681189,0.0001787128,0.0001566472,0.001074977,0.001200572,0.0002845067,0.0001445486,0.0002050473,0.005915402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284283,"about_ca_system_score_gemma":0.0001157569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02101421,"about_ca_topic_score_gemma":0.003883289,"domain_scores_codex":[0.9981659,0.0003199986,0.0001915651,0.0002700307,0.0004076059,0.0006448656],"domain_scores_gemma":[0.9991328,0.000430674,0.0000695298,0.0001433391,0.00008439254,0.0001392801],"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":[0.000001729909,0.0000513723,0.0006033003,0.00002816107,0.00005556026,0.00004190877,0.02762327,0.000006595424,0.00002227455,0.1082515,0.8290061,0.0343082],"study_design_scores_gemma":[0.0001196182,0.00004256189,0.01230065,0.0000500624,0.000029273,4.294195e-7,0.005976174,0.00001884615,0.00005760935,0.0243972,0.9567911,0.0002165047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02552567,0.1192724,0.0000471201,0.2289301,0.01306459,0.0003604756,0.0007455771,0.0008512842,0.6112028],"genre_scores_gemma":[0.1422813,0.05176199,0.0001917453,0.0008621043,0.001829977,0.00003004787,0.000009785791,0.00002723545,0.8030058],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2280679,"threshold_uncertainty_score":0.9997268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06512960886898504,"score_gpt":0.3230005797724558,"score_spread":0.2578709709034708,"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."}}