{"id":"W2791962439","doi":"10.18162/fp.2018.394","title":"Usages et perceptions des enseignants lors de l’utilisation de la tablette en contexte scolaire","year":2018,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004029741,0.0001709658,0.000143266,0.0001919247,0.001597793,0.0001413404,0.0002095648,0.0006227159,0.001234146],"category_scores_gemma":[0.0009070932,0.0001653215,0.00006455008,0.0005062203,0.001413919,0.002438171,0.00004624405,0.0005150165,0.0004998251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007210928,"about_ca_system_score_gemma":0.0007112835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008266442,"about_ca_topic_score_gemma":0.001909596,"domain_scores_codex":[0.9956464,0.003104026,0.0003700111,0.0001955244,0.0002705332,0.0004134781],"domain_scores_gemma":[0.9987457,0.0003545528,0.0002823225,0.0001819172,0.000319734,0.000115758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002391139,0.0002325583,0.009646223,0.00009789194,0.00001521364,8.749224e-7,0.7813075,0.00001560902,0.007546131,0.1383503,0.01682191,0.04594194],"study_design_scores_gemma":[0.0008894626,0.0003076689,0.1532629,0.001965172,0.00009339051,0.00004811186,0.6406339,0.007273207,0.01098151,0.06512298,0.1188958,0.0005258988],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8985836,0.0001954955,0.0524442,0.03125422,0.001099032,0.0004260676,0.00001673344,0.0002090565,0.01577161],"genre_scores_gemma":[0.9817088,0.000728633,0.003758388,0.002468894,0.0002829832,0.00009394425,0.00007764626,0.0000174302,0.01086334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1436167,"threshold_uncertainty_score":0.999702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04578186668000642,"score_gpt":0.3871621244005834,"score_spread":0.341380257720577,"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."}}