{"id":"W409242361","doi":"","title":"L'expérience de 2416 étudiants à distance : résultats d'une enquête longitudinale sur les formations à distance soutenues par l'AUF","year":2013,"lang":"fr","type":"book-chapter","venue":"Archive ouverte UNIGE (University of Geneva)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003692638,0.0005281951,0.0007784324,0.0002343131,0.002338812,0.00005774259,0.00127367,0.0003234751,0.0008221378],"category_scores_gemma":[0.0001211341,0.0006694278,0.0004564582,0.0003810426,0.002254415,0.001254332,0.0003734433,0.0007134164,0.0003226035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004579984,"about_ca_system_score_gemma":0.0007468579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009118373,"about_ca_topic_score_gemma":0.09509792,"domain_scores_codex":[0.9969374,0.0002849232,0.0004197099,0.000739467,0.0007161787,0.0009023439],"domain_scores_gemma":[0.9972661,0.0004101573,0.0008706182,0.0005494779,0.0004641884,0.0004395278],"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":[0.000296129,0.000568968,0.05989595,0.0008332101,0.001166914,0.000505891,0.1171647,0.001176518,0.0009819062,0.5871514,0.01292397,0.2173344],"study_design_scores_gemma":[0.001070243,0.0002755209,0.04180254,0.001235613,0.0004807542,0.000009684502,0.02967891,0.005313294,0.00003860807,0.01368052,0.9051342,0.001280128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4641621,0.003453108,0.2736451,0.01171393,0.001073096,0.001868391,0.002969886,0.0002944722,0.2408199],"genre_scores_gemma":[0.8511509,0.0100054,0.02389925,0.00006540043,0.0002472101,0.000002613683,0.0001772288,0.0000655726,0.1143864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8922102,"threshold_uncertainty_score":0.9995757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201660640083652,"score_gpt":0.2278654841437483,"score_spread":0.2058488777429118,"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."}}