{"id":"W2064142736","doi":"10.1080/03075070600923426","title":"Zones: reconceptualizing teacher thinking in relation to action","year":2006,"lang":"en","type":"article","venue":"Studies in Higher Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Relation (database); Action (physics); Epistemology; Perspective (graphical); Psychology; Critical thinking; Value (mathematics); Space (punctuation); Cognition; Mathematics education; Sociology; Pedagogy; Mathematics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000905904,0.0001168644,0.0001619805,0.0003138632,0.0003110238,0.00004137824,0.0001188893,0.00009270257,0.0001813572],"category_scores_gemma":[0.0002523713,0.0001260646,0.0000291075,0.0008561209,0.0001496033,0.0003292873,0.00002484127,0.0001972309,0.0000585883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225302,"about_ca_system_score_gemma":0.0001822267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005787612,"about_ca_topic_score_gemma":0.01445737,"domain_scores_codex":[0.9985308,0.000340295,0.0003191462,0.0002799375,0.0002467955,0.0002830365],"domain_scores_gemma":[0.9994828,0.0001541459,0.00009964628,0.0001227054,0.0001061539,0.0000345859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000007317943,0.0002626966,0.3201928,0.00002241164,0.00001105859,2.760548e-7,0.6025761,0.00006578747,0.00001731047,0.05525141,0.01535025,0.006242518],"study_design_scores_gemma":[0.00009834114,0.000006662566,0.4851139,0.00009661188,0.000005268888,9.809033e-8,0.4335571,4.600963e-7,0.000004045352,0.01029947,0.07069197,0.0001260427],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8199229,0.005357978,0.00001912364,0.1068233,0.007495886,0.000600099,3.720044e-7,0.0001370013,0.05964334],"genre_scores_gemma":[0.9786544,0.000148344,0.0007921422,0.000527102,0.001441843,0.0002177244,0.000005507702,0.00001208478,0.01820089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.169019,"threshold_uncertainty_score":0.8749177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3593837695952459,"score_gpt":0.4862750597876514,"score_spread":0.1268912901924055,"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."}}