{"id":"W4292665510","doi":"10.21432/cjlt28254","title":"Proposition d’une typologie des pratiques effectives de programmation visuelle","year":2022,"lang":"fr","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Philosophy; Art","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001715917,0.0001382573,0.0002188985,0.0007589815,0.001689878,0.0002437969,0.0003286223,0.0001753897,0.00003463867],"category_scores_gemma":[0.0008429058,0.0001501143,0.00005397211,0.0008755309,0.0005827086,0.0002679874,0.00008602208,0.002049626,0.000002813507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000405178,"about_ca_system_score_gemma":0.001372995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003576813,"about_ca_topic_score_gemma":0.001741589,"domain_scores_codex":[0.9979449,0.0009445219,0.0002702669,0.0002025769,0.0001247308,0.0005129976],"domain_scores_gemma":[0.9989682,0.0001256133,0.0003686762,0.0001029909,0.0001914699,0.0002430117],"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":[0.000008267782,0.00003419852,0.05950179,0.00005942062,0.00004726452,0.0003876074,0.0103862,0.0008369648,0.0001309955,0.03274119,0.0001002525,0.8957658],"study_design_scores_gemma":[0.0007239682,0.008563674,0.004961304,0.0004190543,0.00009683931,0.01244736,0.0250299,0.006740782,0.0004163875,0.01912365,0.9210486,0.0004284167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7992539,0.044073,0.1197312,0.03520399,0.0009008512,0.0002544246,0.00000155574,0.0002189487,0.0003621338],"genre_scores_gemma":[0.9599299,0.0001117723,0.03863623,0.00001948121,0.00008025498,0.00001426203,0.000001636381,0.0000156325,0.001190775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9209484,"threshold_uncertainty_score":0.9996098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266698659130871,"score_gpt":0.2612195172212428,"score_spread":0.2485525306299341,"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."}}