{"id":"W2024928334","doi":"10.1108/13665620810843647","title":"How long should a training program be? A field study of “rules‐of‐thumb”","year":2008,"lang":"en","type":"article","venue":"Journal of Workplace Learning","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Rule of thumb; Training (meteorology); Psychology; Applied psychology; Value (mathematics); Field (mathematics); Medical education; Computer science; Medicine","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":[0.01828738,0.0002160862,0.0003008039,0.0004359307,0.00198064,0.001083334,0.000878009,0.001146671,0.002183562],"category_scores_gemma":[0.03373045,0.0003477815,0.0002655929,0.0002401666,0.001443139,0.002043023,0.0004893221,0.00134014,0.0002329559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001694268,"about_ca_system_score_gemma":0.002726058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001404364,"about_ca_topic_score_gemma":0.00254661,"domain_scores_codex":[0.9940334,0.003734631,0.0003086464,0.000689246,0.0007874034,0.000446585],"domain_scores_gemma":[0.9429581,0.03844377,0.008385362,0.002177879,0.003757012,0.00427782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01439839,0.1209787,0.3106636,0.002327623,0.0002201171,0.0006186868,0.0518713,0.002654558,0.02555751,0.004275637,0.005003696,0.4614301],"study_design_scores_gemma":[0.00298745,0.1557499,0.7191457,0.001735935,0.0002249776,0.00055128,0.0784213,0.004504128,0.01403337,0.004299845,0.01810321,0.0002428816],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974414,0.00007763303,0.000655075,0.0002943774,0.00003006996,0.0003891548,0.00001395797,0.000004961414,0.001093353],"genre_scores_gemma":[0.9957664,0.00007905818,0.002212048,0.0004590128,0.00002779557,0.000745596,0.00001773601,0.000003128061,0.0006893532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01828738,"threshold_uncertainty_score":0.09671402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1430136596044727,"score_gpt":0.3797975993203273,"score_spread":0.2367839397158545,"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."}}