{"id":"W3007211610","doi":"10.3917/spir.063.0079","title":"Quand le numérique interroge la culture scolaire","year":2019,"lang":"fr","type":"article","venue":"Spirale - Revue de recherches en éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","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"],"consensus_categories":[],"category_scores_codex":[0.007652755,0.0002240658,0.0002739466,0.00008418163,0.0002928188,0.0001006414,0.0003838109,0.0009730157,0.0002189187],"category_scores_gemma":[0.002208473,0.0002663526,0.000167156,0.000491911,0.0005848398,0.0005451881,0.0000331685,0.0008015372,0.0004247951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001535784,"about_ca_system_score_gemma":0.002911021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002479408,"about_ca_topic_score_gemma":0.0008179806,"domain_scores_codex":[0.9942884,0.004299903,0.0003654099,0.0004508618,0.0001522678,0.0004431743],"domain_scores_gemma":[0.9972076,0.001857255,0.0002505173,0.0003038916,0.0002248886,0.0001558339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004602771,0.0002936515,0.02315351,0.000338291,0.00005710866,6.1383e-7,0.5801457,0.00002322792,0.0006318288,0.3835211,0.005099147,0.006731249],"study_design_scores_gemma":[0.0003853109,0.0001352422,0.02005666,0.0007609961,0.00004350488,0.00002959358,0.4721628,0.0001409843,0.0003274159,0.03469339,0.4707527,0.0005114421],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6636654,0.003436217,0.0005424849,0.09496621,0.005255714,0.0006217418,0.00001408413,0.00009880026,0.2313994],"genre_scores_gemma":[0.8594052,0.001816292,0.004651295,0.0004593917,0.003506171,0.00009772093,0.00008872562,0.00003697033,0.1299382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4656535,"threshold_uncertainty_score":0.9999788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3671953654526197,"score_gpt":0.4741013791205815,"score_spread":0.1069060136679618,"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."}}