{"id":"W97240304","doi":"10.1007/978-94-6209-560-1_1","title":"Honing a Teaching Vision","year":2014,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Honing; Psychology; Mathematics education; Visual arts; Engineering; Art; Mechanical engineering","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":[0.003975922,0.0004507451,0.0002333469,0.0009236363,0.003632918,0.007569561,0.000841557,0.002452403,0.004141641],"category_scores_gemma":[0.004042633,0.000217792,0.0002847679,0.0005843722,0.01312327,0.01037354,0.005188933,0.008154795,0.002091149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003952157,"about_ca_system_score_gemma":0.005744906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003526448,"about_ca_topic_score_gemma":0.006606837,"domain_scores_codex":[0.9975694,0.001018219,0.00006547898,0.0002482207,0.0007420742,0.0003565754],"domain_scores_gemma":[0.9969611,0.00100627,0.0001878018,0.0002514696,0.0006858854,0.0009074796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008759253,0.00003306799,0.0003192623,0.00008747688,0.000001759106,0.00005712656,0.01102717,0.0001881371,0.000415939,0.928514,0.01831199,0.04103532],"study_design_scores_gemma":[0.000007124945,0.00005791476,0.0005851496,0.0003043919,0.00000423822,0.0003441543,0.008070758,0.0005171889,0.000794257,0.4403071,0.548989,0.00001878957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0159646,0.00877857,0.05347656,0.07417127,0.003191929,0.00007984569,0.00005167156,0.0003289455,0.8439566],"genre_scores_gemma":[0.6646121,0.009607732,0.05725595,0.01643299,0.001228008,0.0002315217,0.0001042127,0.0004320938,0.2500954],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007569561,"threshold_uncertainty_score":0.02867508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08444537018672191,"score_gpt":0.3578869864371528,"score_spread":0.273441616250431,"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."}}