{"id":"W4249890010","doi":"10.1051/pmed/2019010","title":"Affiches","year":2019,"lang":"fr","type":"article","venue":"Pédagogie médicale","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002988503,0.0002171643,0.0002493675,0.0001207582,0.0001092277,0.000137838,0.0002917072,0.0001808423,0.01347607],"category_scores_gemma":[0.00009000039,0.0002420583,0.0001360372,0.0002809322,0.0001910809,0.0001809285,0.00007888255,0.00029477,0.02205711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002850802,"about_ca_system_score_gemma":0.00008454175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000826739,"about_ca_topic_score_gemma":0.000008091841,"domain_scores_codex":[0.9981997,0.0001336577,0.0002849763,0.0004454042,0.000340808,0.0005954653],"domain_scores_gemma":[0.9988898,0.0001340063,0.00009423878,0.0005965498,0.00005567358,0.0002297119],"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":[0.00003520893,0.0006360816,0.001398228,0.0002429834,0.00003674048,0.00000481756,0.00168708,0.00003667248,0.000447232,0.006721047,0.6356448,0.3531091],"study_design_scores_gemma":[0.0005671874,0.0001471066,0.004345933,0.0003236515,0.00007954842,0.000006792224,0.002056575,0.0004922751,0.001215404,0.0009507276,0.989521,0.0002938175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1531257,0.03055303,0.0003351631,0.2799904,0.153871,0.0009958177,0.00002000749,0.000438637,0.3806703],"genre_scores_gemma":[0.09871029,0.0002343145,0.0009404176,0.003910597,0.0008510242,0.00001272004,0.00001962654,0.0000508386,0.8952702],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5145999,"threshold_uncertainty_score":0.9874257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03266908086417082,"score_gpt":0.3200855909700325,"score_spread":0.2874165101058617,"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."}}