{"id":"W2299616926","doi":"","title":"Vers une approche sociocritique du numérique en éducation : une structuration à l’oeuvre","year":2016,"lang":"fr","type":"preprint","venue":"Archipelago (University of Quebec in Montreal)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00627082,0.0008179441,0.000608273,0.004734807,0.005865972,0.01183646,0.001747038,0.001826525,0.01503579],"category_scores_gemma":[0.01249476,0.0003860896,0.0005307953,0.006881473,0.01636852,0.006973011,0.003664871,0.002870883,0.001266179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02435371,"about_ca_system_score_gemma":0.02378186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4267799,"about_ca_topic_score_gemma":0.5163316,"domain_scores_codex":[0.9953032,0.001983609,0.0001543061,0.0006857289,0.001507011,0.0003661548],"domain_scores_gemma":[0.9915765,0.003333731,0.0006132791,0.0009636839,0.003108814,0.0004040158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008349142,0.0000649669,0.0278899,0.0004082008,0.00006235913,0.0002974352,0.06765738,0.003070396,0.001496689,0.7658552,0.007099347,0.1260146],"study_design_scores_gemma":[0.00003938055,0.00006909254,0.05280657,0.001521053,0.00006841397,0.000480853,0.06891999,0.005094558,0.00167726,0.2165851,0.6525999,0.0001379116],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2444649,0.01408674,0.1983641,0.09716508,0.001207502,0.0002656069,0.002089081,0.0004990599,0.4418578],"genre_scores_gemma":[0.8764681,0.004871984,0.07548149,0.001633659,0.000215763,0.0002277931,0.0005304245,0.0002021985,0.04036867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4267799,"threshold_uncertainty_score":0.8485915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0504422206660582,"score_gpt":0.3211024803974713,"score_spread":0.2706602597314131,"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."}}