{"id":"W2740564818","doi":"","title":"Predicting Grades in Mathematics and English through Study Habits","year":2010,"lang":"en","type":"article","venue":"","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confirmatory factor analysis; Path analysis (statistics); Structural equation modeling; Mathematics; Mathematics education; Quarter (Canadian coin); Test (biology); Psychology; Statistics; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003535213,0.00009044517,0.0001233494,0.00004936695,0.00006557538,0.00002963017,0.0001008428,0.00006376208,0.0004759718],"category_scores_gemma":[0.0001095924,0.00007716224,0.00001200032,0.0001248636,0.00004564186,0.0001121212,0.00002788762,0.0002004669,0.00001395173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004914244,"about_ca_system_score_gemma":0.00001178453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005718739,"about_ca_topic_score_gemma":0.005173329,"domain_scores_codex":[0.9992906,0.00003703759,0.0002165902,0.0002040004,0.00008507498,0.0001666711],"domain_scores_gemma":[0.9994566,0.0001604636,0.00005336254,0.0002508365,0.00004444917,0.00003426216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002036541,0.0009864584,0.8249015,0.00001204271,0.00001547102,0.000001117823,0.1579455,5.11767e-8,0.0000486207,0.01551575,0.0003533073,0.0002182193],"study_design_scores_gemma":[0.0006689668,0.00009067639,0.8590427,0.000008528894,0.00001446419,0.000002317171,0.1347992,0.000009915161,0.00004780976,0.004671555,0.0005409818,0.0001028751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956853,0.00002940842,0.00003269727,0.0001183012,0.001310511,0.0003530214,0.000001494289,0.00006646398,0.04123509],"genre_scores_gemma":[0.996206,0.00000331071,0.001596013,0.00007220887,0.0002304595,0.00005594175,0.000002440251,0.00001270083,0.001820895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03941419,"threshold_uncertainty_score":0.5211557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03257342991729027,"score_gpt":0.3527744557655698,"score_spread":0.3202010258482795,"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."}}