{"id":"W2337556808","doi":"10.1177/1077800408318301","title":"art·I/f/act·ology","year":2008,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Autoethnography; Bricolage; Sociology; Curriculum; Memory work; Pedagogy; Curriculum studies; Ethnography; Epistemology; Visual arts; Art; Social science; Anthropology; Philosophy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001015749,0.00009027699,0.0001825953,0.00008372773,0.0007336739,0.000009240037,0.0001789648,0.000116417,0.0009284163],"category_scores_gemma":[0.001071201,0.00009182659,0.00007108616,0.0002398282,0.002073511,0.0001165239,0.00001522969,0.0001798576,0.001513844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001556685,"about_ca_system_score_gemma":0.0003734731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005660186,"about_ca_topic_score_gemma":0.000231175,"domain_scores_codex":[0.9978658,0.001095353,0.0001966724,0.0002215352,0.0002701477,0.0003505023],"domain_scores_gemma":[0.9984326,0.001077328,0.00007584719,0.0001328237,0.0001049549,0.0001764966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007556454,0.00005256941,0.0006482198,0.000001950355,0.00000820669,0.000009721608,0.7685541,3.25272e-7,0.00001461691,0.1228351,0.107268,0.000599634],"study_design_scores_gemma":[0.0001202285,0.000073899,0.001022207,0.000004443678,0.000003833754,0.000002443303,0.3450011,2.90795e-7,0.000006062671,0.0069454,0.6466944,0.0001256416],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5654834,0.0004518958,0.0007492219,0.007735464,0.003084333,0.0001172159,0.000004376541,0.0002194478,0.4221546],"genre_scores_gemma":[0.9642746,0.00008165683,0.0009182774,0.001033918,0.001167248,0.00001893949,0.000006386208,0.00001174742,0.03248726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5394264,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4937002951577788,"score_gpt":0.5384389694446627,"score_spread":0.04473867428688394,"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."}}