{"id":"W3043963915","doi":"10.4000/books.septentrion.99127","title":"Chapitre 4. Un média personnel à disposition de tous les candidats ?","year":2019,"lang":"fr","type":"book-chapter","venue":"Presses universitaires du Septentrion eBooks","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Disposition; Psychology","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007258542,0.0005185025,0.0004844345,0.0002587699,0.002030266,0.0001024969,0.0006306254,0.0008454876,0.003055697],"category_scores_gemma":[0.0001581705,0.0006045016,0.0004055103,0.00006456852,0.002028622,0.0003303355,0.000146135,0.0005802868,0.0002596047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006252589,"about_ca_system_score_gemma":0.0008141163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001929682,"about_ca_topic_score_gemma":0.0003798114,"domain_scores_codex":[0.9971752,0.0005584036,0.0003583936,0.0007198011,0.0005016041,0.0006865768],"domain_scores_gemma":[0.9971039,0.001315882,0.0004972058,0.0003336135,0.0004286529,0.0003206901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006066477,0.00009342584,0.00401563,0.0001287865,0.0004173482,0.00003643746,0.04796263,0.000060606,0.00009195159,0.9268093,0.0008892245,0.01943398],"study_design_scores_gemma":[0.001877091,0.0004782769,0.005860799,0.0009264582,0.001604267,0.00006180524,0.1832812,0.0002698806,0.0001079432,0.01737758,0.7863386,0.001816093],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1164003,0.003482748,0.0009206789,0.007224843,0.003065761,0.000944421,0.0002591045,0.0002125037,0.8674896],"genre_scores_gemma":[0.8915384,0.003283108,0.0003970581,0.0002810287,0.002284208,0.000009398287,0.0003405309,0.00006322301,0.1018031],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9094318,"threshold_uncertainty_score":0.9996406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06713079909934458,"score_gpt":0.3037461415516106,"score_spread":0.236615342452266,"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."}}