{"id":"W2529795526","doi":"","title":"Quatre premiers résultats prometteurs de Profil","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Historical Studies in Education","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008159482,0.001845448,0.001549089,0.004140215,0.002030855,0.006678383,0.001768318,0.00295701,0.03772371],"category_scores_gemma":[0.05927921,0.0005098595,0.002267936,0.0029531,0.001600172,0.004653681,0.002311396,0.002391312,0.01464525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327106,"about_ca_system_score_gemma":0.001451323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009268994,"about_ca_topic_score_gemma":0.006968364,"domain_scores_codex":[0.9856868,0.00485933,0.0008217734,0.002187683,0.004738112,0.001706301],"domain_scores_gemma":[0.9200733,0.05035415,0.002962523,0.008723077,0.01474055,0.003146563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01726414,0.002132156,0.2273922,0.003537073,0.001460656,0.001376181,0.005761957,0.01953954,0.01173027,0.01628243,0.0732876,0.6202359],"study_design_scores_gemma":[0.001198156,0.006738238,0.5057532,0.001536797,0.002831104,0.008501314,0.01481216,0.08747082,0.05258445,0.03545041,0.2820151,0.001108303],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7308872,0.01219951,0.1182497,0.004784102,0.003214789,0.0003567197,0.03180102,0.00793473,0.09057233],"genre_scores_gemma":[0.9312006,0.00131487,0.01796718,0.000493901,0.0006255771,0.0002630727,0.01047529,0.001341652,0.03631799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03772371,"threshold_uncertainty_score":0.1261984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835518420482053,"score_gpt":0.3182460326136119,"score_spread":0.2898908484087914,"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."}}