{"id":"W2278620963","doi":"10.5281/zenodo.46051","title":"Données De L'Enquête Soha Auprès Des Doctorants","year":2016,"lang":"fr","type":"dataset","venue":"Figshare","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","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":[0.00246867,0.001136964,0.0009919949,0.005985324,0.001047653,0.001905343,0.001543441,0.001924483,0.03056527],"category_scores_gemma":[0.02613939,0.0004344505,0.00139946,0.008365975,0.0004496724,0.00150402,0.001676873,0.001361719,0.02470794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00265142,"about_ca_system_score_gemma":0.005228008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1500299,"about_ca_topic_score_gemma":0.2265904,"domain_scores_codex":[0.9967154,0.0005865836,0.0006128614,0.0007221304,0.001030443,0.0003326017],"domain_scores_gemma":[0.9871743,0.005843801,0.00111327,0.00167634,0.003496935,0.0006953878],"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":[0.0003229826,0.0000499536,0.01037525,0.001905215,0.00008494737,0.0001290506,0.0004213592,0.0004423868,0.0003613449,0.001003366,0.9666553,0.01824887],"study_design_scores_gemma":[0.0001087954,0.00002667259,0.03558242,0.000715815,0.00005965833,0.0001711774,0.0004437543,0.0003746654,0.0005437011,0.0007645405,0.9611575,0.00005125478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001863338,0.0005835833,0.0001925561,0.0004187808,0.00009400942,0.00001916893,0.9939162,0.0002465922,0.002665732],"genre_scores_gemma":[0.00454737,0.0005296211,0.0009845431,0.0001531184,0.00003907277,0.00009956328,0.9897918,0.00007797526,0.003776986],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1500299,"threshold_uncertainty_score":0.2983131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1605371406308927,"score_gpt":0.4154653078770693,"score_spread":0.2549281672461766,"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."}}