{"id":"W7125098254","doi":"10.7202/1122563ar","title":"Enfances et catastrophes","year":2025,"lang":"fr","type":"article","venue":"Voix et Images","topic":"Philosophy, Sociology, Political Theory","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[],"category_scores_codex":[0.001667326,0.000257403,0.0003651291,0.00009515593,0.0003746156,0.0001211409,0.000585411,0.0002886993,0.0005107801],"category_scores_gemma":[0.001554799,0.000261743,0.0001836714,0.0004211598,0.004964856,0.000473446,0.0002248455,0.0005457089,0.0008646303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772056,"about_ca_system_score_gemma":0.0005196737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003372442,"about_ca_topic_score_gemma":0.0001634074,"domain_scores_codex":[0.9961333,0.002081619,0.0003107709,0.0004393356,0.0002530426,0.0007819555],"domain_scores_gemma":[0.9973208,0.001954356,0.00009258978,0.0003402498,0.0001084185,0.0001836426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008963937,0.0001153383,0.0006756989,0.00006059762,0.00007633418,0.00001300302,0.003127027,0.000005609794,0.0002098483,0.9566337,0.03463337,0.004440534],"study_design_scores_gemma":[0.0001674172,0.00004331223,0.003671122,0.0001173611,0.0000569636,0.000001245966,0.001819066,0.00000357943,0.0006179236,0.6201821,0.3731299,0.0001899721],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02144124,0.01911971,0.0005387449,0.4143781,0.004501475,0.000254208,0.001404111,0.0001817301,0.5381807],"genre_scores_gemma":[0.8677788,0.003355957,0.001544088,0.01146777,0.001048148,0.00003580104,0.00001853921,0.00002274294,0.1147281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8463376,"threshold_uncertainty_score":0.9999835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03248746765385625,"score_gpt":0.3973799932847354,"score_spread":0.3648925256308792,"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."}}