{"id":"W1991857759","doi":"10.4018/jkm.2011100104","title":"How Should Students Prepare for Exams","year":2011,"lang":"en","type":"article","venue":"International Journal of Knowledge Management","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Best practice; Perspective (graphical); Knowledge management; Key (lock); Order (exchange); Psychology; Computer science; Subject-matter expert; Medical education; Process management; Engineering; Business; Medicine; Management; Expert system; Artificial intelligence","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":[0.003227981,0.0002462777,0.0002648909,0.000876641,0.001370455,0.004469125,0.000713504,0.001189281,0.004039831],"category_scores_gemma":[0.03236369,0.0001846449,0.0003145528,0.0005400569,0.0005113162,0.001998519,0.00126985,0.001511061,0.00200668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020812,"about_ca_system_score_gemma":0.00341909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002310492,"about_ca_topic_score_gemma":0.005649281,"domain_scores_codex":[0.9978892,0.000654085,0.0001555885,0.0002185159,0.000573848,0.0005087674],"domain_scores_gemma":[0.9826141,0.00365852,0.003745872,0.0009028679,0.00320125,0.005877365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003126136,0.002519844,0.455349,0.0003818406,0.0001019815,0.0007100924,0.01396876,0.001418424,0.008042403,0.004471862,0.02371913,0.489004],"study_design_scores_gemma":[0.00006249054,0.001946787,0.8472972,0.0006821686,0.0001079731,0.000713061,0.05428191,0.00225297,0.0108722,0.0171524,0.06443115,0.0001997601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565924,0.0005924316,0.002986958,0.01045258,0.0001937486,0.0001232804,0.0001720248,0.0001790002,0.02870765],"genre_scores_gemma":[0.9930437,0.0003083603,0.002618265,0.0004052098,0.0000351502,0.00002722681,0.0001195488,0.00001241622,0.003430124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004469125,"threshold_uncertainty_score":0.01707137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1437668927813518,"score_gpt":0.3934146399239157,"score_spread":0.2496477471425639,"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."}}