{"id":"W2616249471","doi":"10.18260/1-2--14619","title":"Same Course, Two Methods Of Learning : Assessment Of The Students Success","year":2020,"lang":"en","type":"article","venue":"","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Mathematics education; Course (navigation); Computer science; Autodidacticism; Point (geometry); Artificial intelligence; Psychology; Mathematics; Engineering","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":[0.002602031,0.0006158861,0.0006655513,0.002462232,0.0003854476,0.001584103,0.0006881006,0.0006462938,0.006099299],"category_scores_gemma":[0.0102987,0.0001122032,0.0006237235,0.0009136281,0.000460368,0.001046899,0.001085648,0.0006572364,0.002026397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006497419,"about_ca_system_score_gemma":0.0009444814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003898745,"about_ca_topic_score_gemma":0.0007477212,"domain_scores_codex":[0.9955598,0.001239573,0.0003907424,0.0006116065,0.002003929,0.0001943898],"domain_scores_gemma":[0.9918691,0.002160497,0.001452516,0.00103802,0.002061772,0.001418154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.001785092,0.004557808,0.1929822,0.0006042789,0.0004078177,0.0001332346,0.001751148,0.001684643,0.01828707,0.00350857,0.003761155,0.770537],"study_design_scores_gemma":[0.0003446286,0.01504885,0.9112352,0.0002729406,0.0002280338,0.001045028,0.001908315,0.007717269,0.02718272,0.006503152,0.0282734,0.0002405565],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9135371,0.00111782,0.04337753,0.0003917701,0.0003283776,0.001426373,0.0009392279,0.0006640981,0.03821769],"genre_scores_gemma":[0.9454741,0.0004540275,0.03152829,0.00009929841,0.00006389341,0.000992515,0.0007892475,0.00006923987,0.02052932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006099299,"threshold_uncertainty_score":0.02040422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642168135354016,"score_gpt":0.3819960491625398,"score_spread":0.3655743678089996,"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."}}