{"id":"W1491447773","doi":"10.7202/1015057ar","title":"Les compétences informationnelles relatives au Web des futurs enseignants québécois et leur préparation à les enseigner : résultats d’une enquête","year":2013,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001240389,0.0004579356,0.0003928014,0.0003579802,0.002395667,0.0008933197,0.0006033991,0.0003553259,0.003662115],"category_scores_gemma":[0.0004519849,0.0004205801,0.0001712881,0.001965677,0.001644508,0.03674529,0.00007668677,0.0004424581,0.004233021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000430683,"about_ca_system_score_gemma":0.002965341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1035774,"about_ca_topic_score_gemma":0.01667373,"domain_scores_codex":[0.9958957,0.0008613939,0.001249298,0.0004449706,0.000790539,0.000758078],"domain_scores_gemma":[0.9969379,0.000679365,0.0009107976,0.0003712264,0.0007629214,0.0003377315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002053992,0.0001826253,0.006223729,0.0001238968,0.00003656477,6.200821e-7,0.8549814,0.001077022,0.0001606078,0.05637593,0.01952031,0.06129676],"study_design_scores_gemma":[0.0007452743,0.0002874619,0.1662913,0.0004921782,0.00003010216,0.00001203678,0.434966,0.006029613,0.0003242245,0.01527562,0.374695,0.0008512216],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8675137,0.002281545,0.001640962,0.02995823,0.004230935,0.001000941,0.00006542186,0.0001830144,0.09312524],"genre_scores_gemma":[0.968605,0.002450323,0.003319047,0.003451597,0.0006021967,0.0001891322,0.0002635475,0.00002666395,0.02109252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4200154,"threshold_uncertainty_score":0.9998246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04565838921912262,"score_gpt":0.3015234317446462,"score_spread":0.2558650425255236,"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."}}