{"id":"W2525038179","doi":"","title":"La création d'un questionnaire: entre intuition et règles","year":2016,"lang":"fr","type":"article","venue":"Applied Medical Informatics (University of Medicine and Pharmacy Cluj-Napoca)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004232314,0.0002167646,0.0004168179,0.0001968897,0.0003145594,0.00001395299,0.0003626836,0.0003185056,0.0055238],"category_scores_gemma":[0.0009186239,0.0001850459,0.00006981978,0.0004602086,0.00351007,0.0005752056,0.0001615972,0.0005438507,0.00007972659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001191718,"about_ca_system_score_gemma":0.0003426185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459553,"about_ca_topic_score_gemma":0.000213153,"domain_scores_codex":[0.9971482,0.00073496,0.000452217,0.0001806252,0.001130964,0.0003530882],"domain_scores_gemma":[0.997302,0.001353746,0.0004655151,0.0001704584,0.0001393426,0.0005689358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005076301,0.00006538124,0.0001707515,0.0003092506,0.00007374299,0.00002274712,0.06342637,0.00000232872,0.0002133581,0.124715,0.009625522,0.8013247],"study_design_scores_gemma":[0.009776314,0.0002444398,0.0009350862,0.003417049,0.0004957658,0.00006133555,0.05815808,0.003352208,0.000308131,0.01830046,0.9044361,0.000515007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06980853,0.004895485,0.5316838,0.1620796,0.00136776,0.0006575334,0.00002910543,0.000199642,0.2292786],"genre_scores_gemma":[0.9535689,0.02629615,0.01288678,0.003783813,0.0005716405,0.000001790546,0.00004305118,0.00001826781,0.002829583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8948106,"threshold_uncertainty_score":0.9992018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02692015625340535,"score_gpt":0.3233652940256163,"score_spread":0.2964451377722109,"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."}}