{"id":"W4390748117","doi":"10.1016/j.sagf.2023.11.004","title":"Évolutions sociodémographiques récentes de la famille en France","year":2024,"lang":"fr","type":"article","venue":"Sages-Femmes","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Diversification (marketing strategy); Solidarity; Political science; Quarter (Canadian coin); Geography; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00131358,0.0002222899,0.0002095244,0.0001756352,0.0008082988,0.0003013643,0.0003057702,0.0005047323,0.0002412668],"category_scores_gemma":[0.0002042388,0.0002204737,0.0003323119,0.0009626132,0.001525091,0.0003086984,0.00006807525,0.0007133643,0.000318025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002673838,"about_ca_system_score_gemma":0.0004699635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002629305,"about_ca_topic_score_gemma":0.0005682475,"domain_scores_codex":[0.9975398,0.0009178049,0.0002712221,0.0003713404,0.0003032601,0.0005965636],"domain_scores_gemma":[0.9980224,0.001513416,0.00005211812,0.0001908309,0.00005555671,0.0001656365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001579705,0.00009967267,0.04308071,0.0001226287,0.0001513429,0.00004098897,0.0152997,0.0001606959,0.00006251389,0.8880335,0.03090391,0.02204274],"study_design_scores_gemma":[0.0001204524,0.00003634049,0.08779468,0.0006293195,0.0001062026,0.000007796302,0.006076673,0.007028063,0.000009117105,0.1484664,0.7493828,0.0003421461],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2203907,0.50725,0.003566724,0.06533084,0.005170561,0.0004424882,0.0003603115,0.0006478797,0.1968405],"genre_scores_gemma":[0.8308117,0.03784779,0.00132464,0.0002949778,0.0008542105,0.00003188412,0.00001855498,0.0000376856,0.1287786],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7395672,"threshold_uncertainty_score":0.8990656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813407513267253,"score_gpt":0.3372342919139486,"score_spread":0.3091002167812761,"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."}}