{"id":"W2904196063","doi":"10.1522/rhe.v2i2.861","title":"La robotique pour motiver ses élèves","year":2018,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Commission Scolaire des Hautes Rivières; Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009208017,0.0001745259,0.0001523626,0.0001007443,0.0001104626,0.0002970027,0.0004541516,0.0001399044,0.0001204208],"category_scores_gemma":[0.0009185022,0.0002094392,0.00007338756,0.000315396,0.00009381786,0.001049046,0.0001160939,0.0002804963,0.0003335553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003077704,"about_ca_system_score_gemma":0.0003459137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004517783,"about_ca_topic_score_gemma":0.00003866482,"domain_scores_codex":[0.9986696,0.0003220862,0.0002162303,0.0003641571,0.0001124023,0.0003154849],"domain_scores_gemma":[0.9982713,0.000683845,0.000162847,0.0005246272,0.0002433671,0.0001139856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002770243,0.0007317332,0.01011794,0.001018028,0.000162757,0.0001993215,0.0496316,0.002218087,0.00172201,0.2906806,0.2023131,0.4411771],"study_design_scores_gemma":[0.0002037008,0.000242916,0.08042306,0.001003603,0.00009250023,0.002020728,0.0003187504,0.1110653,0.01655752,0.02357659,0.7637761,0.0007192129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08843122,0.001743828,0.8930456,0.01072794,0.00268165,0.0001513275,0.000005350117,0.0004165592,0.002796546],"genre_scores_gemma":[0.747129,0.0006351602,0.2430626,0.0003151567,0.001581121,0.00002454559,0.000005409513,0.00002870807,0.007218298],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6586978,"threshold_uncertainty_score":0.8540682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07540329819430605,"score_gpt":0.3320016260615009,"score_spread":0.2565983278671948,"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."}}