{"id":"W4415046088","doi":"10.7202/1120511ar","title":"LIVRES PARUS","year":2024,"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":"","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":[0.0005374311,0.0001849588,0.0002096906,0.00005516229,0.0004626162,0.0004446425,0.0002054483,0.0001483574,0.002225345],"category_scores_gemma":[0.0002091154,0.0001765804,0.0001873726,0.0005549887,0.001200522,0.0004225725,0.00009008811,0.0002853847,0.002632859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000199722,"about_ca_system_score_gemma":0.0001908713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01957367,"about_ca_topic_score_gemma":0.003017867,"domain_scores_codex":[0.9983998,0.0002624805,0.0001856597,0.0003096487,0.000352235,0.0004901695],"domain_scores_gemma":[0.9992446,0.0004253631,0.00003010624,0.000115892,0.00005918992,0.0001248191],"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":[9.912781e-7,0.00004269353,0.00006381854,0.00007481313,0.00008111448,0.00006664235,0.02590934,0.000001478078,0.00001711202,0.3083229,0.5946676,0.07075147],"study_design_scores_gemma":[0.00004987685,0.00004470066,0.0008426035,0.0001863054,0.00005795938,0.000001509029,0.002620212,0.00003341508,0.00006311772,0.03341657,0.9624708,0.0002129649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001898251,0.5135862,0.0001278353,0.1010896,0.01055066,0.0001342355,0.0003375739,0.0002792365,0.3719964],"genre_scores_gemma":[0.2168842,0.0591666,0.0003772951,0.0007387754,0.002835634,0.00002140066,0.000003941147,0.00002874522,0.7199433],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4544196,"threshold_uncertainty_score":0.9986867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04269854488776806,"score_gpt":0.3175244876832672,"score_spread":0.2748259427954992,"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."}}