{"id":"W4388425932","doi":"10.47119/ijrp10013611120235624","title":"A NUMBER OF KILOMETERS MATTERS: A COMPARATIVE STUDY ON LEARNERS STUDY HABITS AND SCHOOL PERFORMANCE","year":2023,"lang":"en","type":"article","venue":"International Journal of Research Publications","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Habit; Likert scale; Simple random sample; Psychology; Kilometer; Mathematics education; Sample (material); Population; Scale (ratio); Demography; Geography; Developmental psychology; Social psychology; Sociology; Physics","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":[0.003716071,0.00008335752,0.0001747741,0.001488301,0.0001143555,0.0002390162,0.001361087,0.00002134426,0.00004319365],"category_scores_gemma":[0.00130476,0.0000690395,0.00004741961,0.001470291,0.000120896,0.0008635166,0.0002900877,0.0004251985,0.0001046939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063666,"about_ca_system_score_gemma":0.0004377723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002345462,"about_ca_topic_score_gemma":0.000004789745,"domain_scores_codex":[0.9969586,0.0004802589,0.0004437916,0.0002144926,0.001707853,0.0001950398],"domain_scores_gemma":[0.9954318,0.001326678,0.0002486344,0.0002997578,0.002483999,0.0002090885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001193072,0.004280471,0.9045348,0.00001649413,0.0006645077,0.00002566872,0.02971377,0.0001612689,0.0005354526,0.01003203,0.03965611,0.01026013],"study_design_scores_gemma":[0.001162536,0.001162967,0.9672004,0.0000827186,0.000008570695,0.00005245475,0.02274996,0.001083218,0.0001612635,0.001179792,0.005058373,0.00009775501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760476,0.00001069777,0.0008913282,0.02157639,0.0003816009,0.0003842343,0.000004456724,0.00003125191,0.0006723956],"genre_scores_gemma":[0.9894508,0.00003913645,0.009341957,0.0001090438,0.0001285427,0.00007497333,0.000001951151,0.000006044398,0.0008475503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0626656,"threshold_uncertainty_score":0.2815349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2555672557849077,"score_gpt":0.5406584365708624,"score_spread":0.2850911807859547,"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."}}