{"id":"W4417188462","doi":"10.1108/978-1-60752-970-520251004","title":"Best Practices for Optimal Learning Environment, Instruction, and Teacher Training","year":2008,"lang":"en","type":"book-chapter","venue":"Teaching and Learning","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Best practice; Training (meteorology); Teaching method; Adult Learning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005767009,0.00100833,0.0006419307,0.001626931,0.00115073,0.003398024,0.00232393,0.002746419,0.005942106],"category_scores_gemma":[0.01050177,0.0004227748,0.000448363,0.001144788,0.00194038,0.002315122,0.002274622,0.003675735,0.001300581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004208121,"about_ca_system_score_gemma":0.01120462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007799557,"about_ca_topic_score_gemma":0.02847072,"domain_scores_codex":[0.9962252,0.001692911,0.0002373462,0.000226177,0.001433055,0.0001852184],"domain_scores_gemma":[0.9970096,0.001548511,0.0002861356,0.0002126264,0.0006310332,0.0003121747],"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":[0.00004502263,0.000637665,0.00161771,0.001270222,0.00004883489,0.0002271442,0.002543262,0.006191909,0.0005934169,0.2349512,0.1164056,0.635468],"study_design_scores_gemma":[0.00005798237,0.0001778363,0.007810716,0.008822604,0.00009034354,0.0008247455,0.004247613,0.003004969,0.001448637,0.561475,0.4119576,0.00008196569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01574343,0.2316957,0.2612391,0.163988,0.005450438,0.0008041291,0.000524594,0.001441113,0.3191136],"genre_scores_gemma":[0.1613597,0.1352455,0.639367,0.007009002,0.0008621499,0.001399843,0.0004131886,0.000313144,0.0540305],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007799557,"threshold_uncertainty_score":0.03053218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08265290436557855,"score_gpt":0.3473949555708915,"score_spread":0.2647420512053129,"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."}}