{"id":"W192742124","doi":"10.21991/c9r363","title":"LEARNING FROM FAILURE: LESSONS FROM CHARLOTTETOWN","year":2011,"lang":"en","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0006494898,0.0003662769,0.0003625972,0.0002404131,0.003817617,0.0002311648,0.0007043277,0.000385492,0.005073707],"category_scores_gemma":[0.002570494,0.0003988495,0.0002286059,0.0005649867,0.007497783,0.002222409,0.0001905592,0.0007422594,0.001539383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006637511,"about_ca_system_score_gemma":0.003135516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01439129,"about_ca_topic_score_gemma":0.005972478,"domain_scores_codex":[0.9964134,0.000461022,0.0005756574,0.0008256421,0.0008055746,0.000918782],"domain_scores_gemma":[0.9975066,0.0007105765,0.0004266204,0.0004336165,0.0005187335,0.0004038381],"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":[0.00005926531,0.0001907446,0.08085536,0.000002007785,0.0001365356,0.0000140393,0.004426259,0.00006673995,0.0004748935,0.9070153,0.002652074,0.004106768],"study_design_scores_gemma":[0.001001463,0.00005982894,0.008228235,0.00012753,0.000159242,0.00001713645,0.03515471,0.0001280054,0.001238482,0.2147371,0.7383405,0.0008078266],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05177664,0.001201911,0.1374757,0.02421069,0.008129038,0.001014732,0.0003902724,0.0008262582,0.7749748],"genre_scores_gemma":[0.9841189,0.0002092753,0.01280889,0.0008892069,0.0007624278,0.0001361491,0.0003209403,0.00001840369,0.0007358284],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9323422,"threshold_uncertainty_score":0.9998463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06493914130182661,"score_gpt":0.340225185280962,"score_spread":0.2752860439791354,"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."}}