{"id":"W1674433867","doi":"","title":"2005-2008. Suivi, durant trois années consécutives, des étudiantes et étudiants inscrits à l'une des formations à distance soutenues par l'AUF. Rapport sommaire d'enquête","year":2008,"lang":"fr","type":"article","venue":"Archive ouverte UNIGE (University of Geneva)","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"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":["sts"],"category_scores_codex":[0.000462595,0.0004317919,0.0006200109,0.000398354,0.003150081,0.0001069335,0.001272418,0.0001305645,0.0001655772],"category_scores_gemma":[0.0001456412,0.0005078153,0.0003099708,0.001153758,0.003514737,0.003525973,0.0005579186,0.0004771201,0.0001884322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001750631,"about_ca_system_score_gemma":0.001679692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002148227,"about_ca_topic_score_gemma":0.01789823,"domain_scores_codex":[0.9968453,0.0005841132,0.0004044447,0.000669219,0.0004489363,0.001047962],"domain_scores_gemma":[0.9976614,0.0002438542,0.0004558726,0.000609479,0.0004570964,0.0005722959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002793193,0.001897846,0.2510864,0.0006153164,0.0009506434,0.0009594844,0.5194591,0.0009581653,0.002024145,0.04563076,0.1483811,0.02775767],"study_design_scores_gemma":[0.002443224,0.0004411459,0.7563043,0.0008052264,0.0001960781,0.0003381703,0.1396985,0.01968752,0.0003611697,0.004150111,0.0744487,0.001125851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7169209,0.004944722,0.2372441,0.01525257,0.0008952032,0.0008532632,0.0007794646,0.000236733,0.02287304],"genre_scores_gemma":[0.9359427,0.01536303,0.03724251,0.0002255181,0.00005623023,0.00000253823,0.000111322,0.00003342279,0.01102269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5052179,"threshold_uncertainty_score":0.9997373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03694772376851767,"score_gpt":0.2283681558232167,"score_spread":0.1914204320546991,"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."}}