{"id":"W2725498388","doi":"10.25071/1916-4467.40306","title":"A Glitch Pedagogy: Exquisite Error and the Appeal of the Accidental","year":2016,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Cognitive Science and Education Research","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Glitch; Accidental; Context (archaeology); Appeal; Humanity; Sociology; The arts; Computer science; Epistemology; Curriculum; Cognitive science; Psychology; Pedagogy; Visual arts; Law; Political science; Art; History; Philosophy; Acoustics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001699402,0.00006568875,0.0001548099,0.00007964283,0.0008235619,0.00005420774,0.0004329777,0.00002833578,0.00001129895],"category_scores_gemma":[0.01222113,0.00002364853,0.0001712715,0.0003381221,0.0003636927,0.0001612756,0.00009391876,0.0001253988,0.000003218467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005520243,"about_ca_system_score_gemma":0.0005348548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001559367,"about_ca_topic_score_gemma":0.04950647,"domain_scores_codex":[0.998631,0.0002621225,0.0002575131,0.00009631077,0.000517995,0.0002350352],"domain_scores_gemma":[0.9976708,0.0009207911,0.0005913385,0.0001071875,0.0006278683,0.00008196416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006263562,0.00006578324,0.8892869,0.00002544016,0.0001935654,0.000001405512,0.01008558,0.00000445043,0.004581764,0.008672158,0.08254168,0.004478612],"study_design_scores_gemma":[0.00413797,0.0001444398,0.9147363,0.0003118649,0.0002066643,0.00006498331,0.02081136,0.00006930021,0.008939094,0.01565887,0.03468563,0.0002334645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8705423,0.0002524208,0.000002734983,0.1272613,0.001150572,0.0003230163,0.00003873631,0.000001591035,0.0004273864],"genre_scores_gemma":[0.9957187,0.0001230871,0.000003932046,0.0008530839,0.0001485685,0.00001046479,3.429643e-8,0.00000361039,0.003138513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1264082,"threshold_uncertainty_score":0.9960994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05140850302402492,"score_gpt":0.3774095618436707,"score_spread":0.3260010588196458,"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."}}