{"id":"W2303327791","doi":"10.4000/dms.1332","title":"L’engagement et la persistance dans les dispositifs de formation en ligne : regards croisés","year":2016,"lang":"fr","type":"article","venue":"Distances et médiations des savoirs","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004906597,0.0002331385,0.000203458,0.00009604936,0.001460655,0.0001711863,0.0003518784,0.0002215898,0.0002061894],"category_scores_gemma":[0.00138383,0.0002157168,0.0001636755,0.0004425504,0.002405173,0.001353467,0.00003430093,0.0002406638,0.00004976619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227789,"about_ca_system_score_gemma":0.0007196731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005261493,"about_ca_topic_score_gemma":0.00645765,"domain_scores_codex":[0.9950475,0.003284257,0.0004297281,0.0003518193,0.0003745704,0.0005121577],"domain_scores_gemma":[0.9951363,0.003913322,0.0002896859,0.0002370594,0.0002649706,0.0001587117],"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":[0.000006406773,0.0001542136,0.01571754,0.00007917792,0.00005378569,0.000001027041,0.2584374,0.0001332589,0.0002146881,0.7134959,0.001380154,0.0103264],"study_design_scores_gemma":[0.0005463879,0.00008078983,0.1256245,0.0007210237,0.0001358726,0.000006462433,0.3824232,0.0001474514,0.00009475715,0.04190243,0.4477956,0.0005215673],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4874725,0.008814966,0.1656725,0.08549696,0.001899024,0.0005605231,0.0006296919,0.0002080881,0.2492458],"genre_scores_gemma":[0.9616076,0.01384164,0.006860832,0.0003987565,0.0006802788,0.0001643601,0.0001010315,0.00002694148,0.01631854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6715935,"threshold_uncertainty_score":0.9998393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1346972495427058,"score_gpt":0.4173387368888725,"score_spread":0.2826414873461667,"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."}}