{"id":"W2065172628","doi":"10.1080/13803611.2011.563087","title":"Studying for success: diaries of students' study behaviours","year":2011,"lang":"en","type":"article","venue":"Educational Research and Evaluation","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Psychology; Test (biology); Set (abstract data type); Academic achievement; Applied psychology; Mathematics education; Medical education; Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0206622,0.00006646706,0.0001087313,0.0002896278,0.0003233847,0.00003137997,0.0001757891,0.00003782203,0.001833939],"category_scores_gemma":[0.002373463,0.00006074607,0.00001792875,0.0002469168,0.0001529375,0.00008374266,0.00004407494,0.0002286209,0.00001511542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005306917,"about_ca_system_score_gemma":0.0002086558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007451366,"about_ca_topic_score_gemma":0.00004175635,"domain_scores_codex":[0.9965517,0.001941002,0.0002271049,0.0002472253,0.0008226279,0.0002103584],"domain_scores_gemma":[0.9968418,0.001512531,0.00008535208,0.0001749136,0.001339251,0.00004618349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001954568,0.002264192,0.9049432,0.000008705206,0.00007795553,9.377283e-8,0.06142258,7.848533e-7,0.00007195623,0.01343717,0.001130608,0.01644726],"study_design_scores_gemma":[0.0007307596,0.0009949035,0.9691514,0.00001024534,0.00002765702,5.462676e-7,0.01965216,0.00001427362,0.00005111255,0.009221873,0.00009047816,0.00005459317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932012,0.0001863842,0.0004422025,0.0002005532,0.0003622079,0.001134727,0.000005491278,0.000006172109,0.004461073],"genre_scores_gemma":[0.9955789,0.000001283807,0.001783997,0.000008202232,0.0001449737,0.0007123459,0.0000325641,0.00001033088,0.001727413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06420815,"threshold_uncertainty_score":0.9990785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.641263373496236,"score_gpt":0.6376982019110164,"score_spread":0.003565171585219518,"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."}}