{"id":"W4310341348","doi":"10.52358/mm.vi12.339","title":"Vers des solidarités numériques en éducation : possibles champs d’action","year":2022,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université TÉLUQ; Université du Québec à Rimouski","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005475798,0.0003246586,0.0002978432,0.0005149797,0.007372129,0.0002718176,0.0004585836,0.0002635767,0.008271691],"category_scores_gemma":[0.002332696,0.0004548393,0.0002300505,0.001834898,0.001359857,0.00162,0.0001076309,0.0007678246,0.0003129254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003216131,"about_ca_system_score_gemma":0.004033083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005472904,"about_ca_topic_score_gemma":0.003566001,"domain_scores_codex":[0.9917962,0.005495427,0.0007187564,0.0005876197,0.0007344488,0.0006675675],"domain_scores_gemma":[0.9940638,0.004313917,0.0005094719,0.0004066328,0.0004719457,0.0002342348],"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":[0.000003515891,0.0006909922,0.01531949,0.00004182271,0.0001289194,5.870214e-7,0.2608682,0.004872009,0.00004742539,0.6843981,0.02311233,0.01051661],"study_design_scores_gemma":[0.0003480602,0.0001005013,0.05694927,0.00003129395,0.0001101935,0.00001133894,0.3991045,0.0006734516,0.00001402277,0.05079553,0.4914043,0.0004575529],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3842873,0.00856936,0.01554623,0.321501,0.03100116,0.002300072,0.001828029,0.0008667797,0.2341002],"genre_scores_gemma":[0.9402379,0.005249625,0.008344955,0.001478409,0.00370059,0.001288992,0.001468626,0.00007035874,0.03816055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6336026,"threshold_uncertainty_score":0.9997903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2434810020384326,"score_gpt":0.4578334722839126,"score_spread":0.21435247024548,"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."}}