{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003679063,0.0006221792,0.0007894239,0.002902778,0.0005707224,0.001257378,0.0006874671,0.0007552455,0.002590425],"category_scores_gemma":[0.01965633,0.0004386628,0.0003924623,0.001495887,0.0003048623,0.000696146,0.001136987,0.001661313,0.001552661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000416824,"about_ca_system_score_gemma":0.000537667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056002,"about_ca_topic_score_gemma":0.003646808,"domain_scores_codex":[0.9971266,0.0009719166,0.0005960758,0.0004016969,0.0007433028,0.000160407],"domain_scores_gemma":[0.9786659,0.009195126,0.004356677,0.001826577,0.003442378,0.00251326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001661932,0.001602611,0.7675891,0.0005918751,0.0001845013,0.0001512125,0.0104204,0.0005596153,0.007628557,0.0002288734,0.006010368,0.203371],"study_design_scores_gemma":[0.00007442009,0.001433476,0.9853047,0.00007799798,0.00005866858,0.0001051936,0.002914433,0.001574493,0.002731166,0.0002060523,0.005437219,0.00008219425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845641,0.0002075782,0.003036518,0.0001735723,0.00007651779,0.001065618,0.004519511,0.000218138,0.006138564],"genre_scores_gemma":[0.9726188,0.0003667664,0.01318533,0.0001346663,0.00009698194,0.002649565,0.004886636,0.00006322796,0.005998156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003679063,"threshold_uncertainty_score":0.01945698,"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."}}