{"id":"W7155896976","doi":"10.3917/nrp.018.0257b","title":"Vincent de Gaulejac, Florence Giust-Desprairies et Ana Massa (sous la direction de ), La recherche clinique en sciences sociales , Toulouse, érès, collection « Sociologie clinique », 2013","year":2014,"lang":"fr","type":"article","venue":"Nouvelle revue de psychosociologie","topic":"Social Policies and Family","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Research methodology; Social research","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.03820902,0.0006360144,0.0009433443,0.0001848902,0.002352513,0.0003455649,0.001176004,0.004942283,0.000144084],"category_scores_gemma":[0.01848877,0.0006739782,0.0006311962,0.001212795,0.009826819,0.0003722817,0.0002167193,0.002923085,0.0001007082],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006690883,"about_ca_system_score_gemma":0.006096131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02003876,"about_ca_topic_score_gemma":0.003462399,"domain_scores_codex":[0.9628187,0.03286375,0.0009467141,0.001079155,0.0004247168,0.001866954],"domain_scores_gemma":[0.9660481,0.03209275,0.0007694327,0.0004074662,0.0002753196,0.0004068849],"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":[0.0002875946,0.001139029,0.09681243,0.0003685595,0.0003464069,0.00003011321,0.1633269,0.001199158,0.001762922,0.253486,0.3722781,0.1089628],"study_design_scores_gemma":[0.000831234,0.001061354,0.07090449,0.00041228,0.0001803604,0.00003716188,0.05064569,0.002226564,0.0001768128,0.4165126,0.4557673,0.001244136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4413432,0.01851843,0.04353736,0.3043276,0.009345318,0.002116746,0.0001781281,0.001758335,0.1788749],"genre_scores_gemma":[0.6927888,0.2593105,0.03159138,0.00657538,0.004935708,0.0003127263,0.00002042579,0.00009917021,0.00436588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2977522,"threshold_uncertainty_score":0.9995711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2564050126597626,"score_gpt":0.4599648136637501,"score_spread":0.2035598010039875,"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."}}