{"id":"W2103916432","doi":"10.1177/1077800405280696","title":"A/r/tography as Living Inquiry Through Art and Text","year":2005,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":445,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"The arts; Metaphor; Sociology; Epistemology; Field (mathematics); Qualitative research; Educational research; Representation (politics); Action (physics); Action research; Pedagogy; Social science; Aesthetics; Mathematics education; Psychology; Visual arts; Linguistics; Philosophy; Art; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004884975,0.0001860134,0.0001908841,0.0001268809,0.0004405258,0.0001564795,0.00009941796,0.00004328967,0.006350218],"category_scores_gemma":[0.0001358528,0.0001651869,0.00006361414,0.00006383899,0.0009390126,0.0006083013,0.00006682052,0.0001312257,0.00231822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003693688,"about_ca_system_score_gemma":0.00006366183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003419285,"about_ca_topic_score_gemma":0.000104688,"domain_scores_codex":[0.9986824,0.0002208967,0.0003312983,0.000290387,0.0002167171,0.0002582561],"domain_scores_gemma":[0.9989651,0.0005455258,0.0001074214,0.0001603347,0.0001285041,0.0000931094],"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":[0.000005402802,0.0000629678,0.0000589585,0.00001173432,0.0000288035,4.71518e-7,0.6288035,3.664756e-7,0.000004732484,0.2747339,0.09290166,0.003387564],"study_design_scores_gemma":[0.00007699746,0.00004896915,0.0003173384,0.00004253946,0.000006430212,0.00000185604,0.4100353,0.000002113911,0.00003309995,0.01031491,0.5789484,0.0001720599],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4933274,0.00149819,0.001393056,0.008522308,0.002394849,0.0003719537,0.00001302722,0.0002661326,0.492213],"genre_scores_gemma":[0.9391927,0.0001178399,0.003438092,0.009046567,0.002196756,0.00007184767,0.00002177151,0.0000315692,0.0458829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4860468,"threshold_uncertainty_score":0.9984586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1399348418126441,"score_gpt":0.3949431153927366,"score_spread":0.2550082735800926,"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."}}