{"id":"W2147583651","doi":"10.1002/tl.80","title":"Developing a classroom vision and implementation plan","year":2002,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Plan (archaeology); Psychology; Mathematics education; Pedagogy; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004890871,0.00004932779,0.00005604879,0.00005060447,0.00272123,0.00009820083,0.00002541447,0.00002638621,0.00007116721],"category_scores_gemma":[0.0001692901,0.00004732346,0.00001685402,0.00003652164,0.00003195766,0.0001397678,0.00001209333,0.0001640419,0.000002401245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005441521,"about_ca_system_score_gemma":0.00001397112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001838217,"about_ca_topic_score_gemma":0.0006049786,"domain_scores_codex":[0.9994554,0.0001284051,0.00008029788,0.0001221266,0.0000965329,0.000117227],"domain_scores_gemma":[0.9996273,0.0002529681,0.00003664513,0.00002270555,0.000005854133,0.00005455445],"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":[0.000002150874,0.00002204777,0.1019823,0.000006722793,0.00002022731,1.030893e-7,0.08108284,0.00001967204,0.00003908504,0.03141398,0.002088502,0.7833223],"study_design_scores_gemma":[0.0002176208,0.00003306754,0.05739845,0.00001301009,0.00001197016,0.000001045397,0.03684947,0.0001607017,0.000001414156,0.0004126829,0.9048224,0.0000781273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665613,0.0005600599,0.006682797,0.0116025,0.00030223,0.0002503608,0.000001392585,0.0001101218,0.01392926],"genre_scores_gemma":[0.9687161,0.0004242241,0.008822243,0.0001437422,0.0002168417,0.00001502696,0.000007022921,0.000007433211,0.0216474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9027339,"threshold_uncertainty_score":0.9985771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03926887555265946,"score_gpt":0.3821676247560268,"score_spread":0.3428987492033674,"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."}}