{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001341269,0.0004048074,0.000269093,0.001278902,0.0004079807,0.001369899,0.0003433933,0.0003698741,0.002828578],"category_scores_gemma":[0.007375755,0.0002212636,0.0004690214,0.0007382076,0.0004127952,0.0006415289,0.000953138,0.0006324017,0.0005453606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003907884,"about_ca_system_score_gemma":0.0006613747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004667736,"about_ca_topic_score_gemma":0.008281319,"domain_scores_codex":[0.9994616,0.0001827433,0.00005393778,0.00006678222,0.0001434805,0.0000915153],"domain_scores_gemma":[0.9912984,0.002505724,0.003444423,0.0004625067,0.00088509,0.00140373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002503375,0.0001051117,0.995464,0.000006553103,0.00001517955,0.00002397842,0.0002483945,0.00006740136,0.0001385156,0.00005477827,0.00002996634,0.003821083],"study_design_scores_gemma":[0.000002504731,0.000120367,0.9985039,0.000007857608,0.00001348264,0.00003095596,0.0004511477,0.0003529327,0.0001738506,0.000126471,0.0002124082,0.000004178688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991274,0.00002751622,0.0001536473,0.00002412648,0.000001980112,0.000008924933,0.00005745598,0.000005377034,0.0005935113],"genre_scores_gemma":[0.9988512,0.00004812605,0.0003327595,0.00000791545,0.000002268219,0.00001146313,0.0001359502,0.000001950211,0.0006084744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004667736,"threshold_uncertainty_score":0.009462476,"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."}}