{"id":"W2215476556","doi":"","title":"Planning Frameworks and Their Effect on Student Teaching","year":2010,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Mathematics education; Computer science; Pedagogy; Medical education; Engineering ethics; Sociology; Psychology; Engineering; 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":[0.01405538,0.0004656563,0.0005604925,0.001660683,0.002012657,0.00676835,0.001910105,0.001569872,0.0130841],"category_scores_gemma":[0.0997339,0.0004375212,0.0004935368,0.002334619,0.002167598,0.003641133,0.00351359,0.003067503,0.000588454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00396198,"about_ca_system_score_gemma":0.00942286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008943582,"about_ca_topic_score_gemma":0.01113478,"domain_scores_codex":[0.9900172,0.007657774,0.0001926513,0.0004006108,0.00118968,0.0005421357],"domain_scores_gemma":[0.8138107,0.1687734,0.004357073,0.00279996,0.004811558,0.005447254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.003810497,0.003973709,0.06686341,0.0004400788,0.0001262914,0.0003805273,0.02122151,0.05728045,0.001995949,0.5053523,0.006842073,0.3317131],"study_design_scores_gemma":[0.001377086,0.003181729,0.05290854,0.0007508136,0.000532667,0.0002233049,0.06577807,0.1976115,0.008664889,0.6208419,0.04790582,0.0002237771],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8700932,0.0007726563,0.03303503,0.003506773,0.0001153238,0.0002527091,0.0002243515,0.0006225089,0.09137742],"genre_scores_gemma":[0.9884601,0.000179915,0.008454301,0.00004532254,0.000006396921,0.000121921,0.00006302706,0.00004119264,0.002627792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01405538,"threshold_uncertainty_score":0.07433289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01628503490552382,"score_gpt":0.370674137130573,"score_spread":0.3543891022250492,"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."}}