{"id":"W2080210662","doi":"10.7202/1002091ar","title":"Un univers familial en changement","year":2011,"lang":"fr","type":"article","venue":"Cahiers de recherche sociologique","topic":"Social Policies and Family","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Philosophy","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01114972,0.0003098304,0.0003830224,0.00006634201,0.0006296649,0.00002354647,0.0006800404,0.008131642,0.0009792123],"category_scores_gemma":[0.002573156,0.0003406422,0.0003176759,0.0005465354,0.003802232,0.0001589371,0.00008214685,0.004465679,0.0002873585],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005905873,"about_ca_system_score_gemma":0.001147133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009283077,"about_ca_topic_score_gemma":0.0002779198,"domain_scores_codex":[0.982481,0.01549849,0.0002824198,0.0004005763,0.0002098365,0.001127689],"domain_scores_gemma":[0.9967303,0.002354615,0.0001733649,0.000255478,0.0001110917,0.0003751484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003317519,0.0001316488,0.001070901,0.00002858957,0.0001997215,0.00003480857,0.4188251,0.000001441227,0.0001240227,0.4824336,0.009825702,0.08729126],"study_design_scores_gemma":[0.0005692068,0.000395709,0.01005495,0.00005110095,0.0002010438,0.000003828149,0.3913614,0.00002569332,0.0004457158,0.2561905,0.3399697,0.0007311874],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3031221,0.01136394,0.002714487,0.01458446,0.003456739,0.0007308297,0.00006780231,0.0003009221,0.6636587],"genre_scores_gemma":[0.5265844,0.2813353,0.02461392,0.02481663,0.005422235,0.00015966,0.00003319741,0.0001437444,0.1368909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5267678,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2151116120983122,"score_gpt":0.3719364198143815,"score_spread":0.1568248077160692,"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."}}