{"id":"W2923936913","doi":"10.4307/jsee.67.2_26","title":"Two-dimensional Evaluation of Educational Effect Using Out-of-class Studying Time and the Capacity for Homework Load as the Markers","year":2019,"lang":"en","type":"article","venue":"Journal of JSEE","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Quarter (Canadian coin); Mathematics education; Argument (complex analysis); Computer science; Psychology; Medical education; Artificial intelligence; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005922826,0.0009720413,0.001145049,0.002549866,0.0004431236,0.00082258,0.0005397365,0.0005510765,0.005716462],"category_scores_gemma":[0.01920982,0.0002744916,0.001723916,0.0009907179,0.001036404,0.001133229,0.001376009,0.0008668933,0.0002984033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005695405,"about_ca_system_score_gemma":0.0006539972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004077035,"about_ca_topic_score_gemma":0.0007348757,"domain_scores_codex":[0.9935133,0.003233141,0.0008089372,0.0004402808,0.001673032,0.0003314017],"domain_scores_gemma":[0.9705637,0.02081084,0.003458565,0.001604786,0.001957119,0.001605103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0926693,0.03919598,0.2605128,0.005597293,0.002250399,0.0002828175,0.01262535,0.00721543,0.05482796,0.004069125,0.003332276,0.5174212],"study_design_scores_gemma":[0.001463341,0.03586325,0.9403862,0.0001815664,0.0006368735,0.00006194913,0.002848614,0.003779622,0.01128607,0.0008068567,0.00253178,0.0001539185],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891964,0.0003312263,0.003933353,0.00008560183,0.00009601362,0.001070542,0.000388248,0.0001049729,0.004793702],"genre_scores_gemma":[0.9834189,0.0002971379,0.01049021,0.0000294268,0.00006036774,0.004173737,0.0003422094,0.00002064442,0.001167264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005922826,"threshold_uncertainty_score":0.03132325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04755461219473148,"score_gpt":0.356100201612487,"score_spread":0.3085455894177555,"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."}}