{"id":"W7029302208","doi":"","title":"Interactions entre les différents protagonistes d’un do","year":2018,"lang":"fr","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Political Science Research and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lien; Quarter (Canadian coin); Triglycerides blood","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003547522,0.0003007037,0.0005689532,0.0004868394,0.00206609,0.003637044,0.003709711,0.0001686355,0.3300581],"category_scores_gemma":[0.003167745,0.0002668283,0.00025511,0.002102847,0.00262601,0.005304491,0.0009253055,0.0006433449,0.0006080609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005882194,"about_ca_system_score_gemma":0.001197991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01917509,"about_ca_topic_score_gemma":0.001334967,"domain_scores_codex":[0.9943038,0.001056778,0.0008761543,0.0005674245,0.001541416,0.001654485],"domain_scores_gemma":[0.9955689,0.0008081429,0.0006795011,0.0003980894,0.0008464461,0.001698934],"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":[0.00008750749,0.001149442,0.2299388,0.00008789008,0.0001524756,0.00001152163,0.003904068,0.000002215281,0.008320429,0.00787019,0.06211772,0.6863577],"study_design_scores_gemma":[0.0002273437,0.00002856353,0.2770021,0.0006815468,0.00005840183,0.000007528607,0.002342495,0.00007030541,0.008822355,0.03798749,0.6724062,0.0003656524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5670658,0.01388643,0.0001637062,0.008650123,0.005295044,0.0008891821,0.00008595707,0.00003548345,0.4039282],"genre_scores_gemma":[0.9697198,0.009086728,0.000207617,0.0002264052,0.002418885,0.00007117801,0.000006330109,0.00002478638,0.01823829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6859921,"threshold_uncertainty_score":0.9999784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3518703178814779,"score_gpt":0.6291865089105677,"score_spread":0.2773161910290898,"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."}}