{"id":"W1963385812","doi":"","title":"Reflecting on Strategies for a New Learning Culture: Can We Do It?","year":2008,"lang":"en","type":"article","venue":"","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02471421,0.0008446589,0.001054881,0.001309198,0.007370094,0.02546034,0.003704665,0.00737118,0.008863694],"category_scores_gemma":[0.05924366,0.0006503958,0.0008913013,0.001259047,0.02754627,0.02734867,0.009040724,0.01386001,0.002593826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003612842,"about_ca_system_score_gemma":0.01555665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007700116,"about_ca_topic_score_gemma":0.0104564,"domain_scores_codex":[0.9802879,0.01240752,0.0005618225,0.001506329,0.002551828,0.00268446],"domain_scores_gemma":[0.9558872,0.01330369,0.004766338,0.004908622,0.006522899,0.01461126],"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":[0.0001399737,0.001002592,0.03014228,0.001193119,0.0002502496,0.0003297169,0.2922723,0.0004036198,0.001661663,0.2537486,0.06925552,0.3496003],"study_design_scores_gemma":[0.0001039278,0.0002762623,0.01745701,0.002621698,0.0001901395,0.0005362345,0.4510329,0.0006881691,0.001338045,0.2594621,0.2660012,0.0002923491],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1208096,0.009946194,0.02413698,0.6805349,0.004868742,0.0002270215,0.00008295937,0.0003468273,0.1590468],"genre_scores_gemma":[0.9062954,0.00976281,0.02349132,0.04781648,0.0007960266,0.0003483368,0.00009642624,0.0002762454,0.01111686],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02546034,"threshold_uncertainty_score":0.1307027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.451374399199254,"score_gpt":0.4972670135258243,"score_spread":0.04589261432657032,"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."}}