{"id":"W1994642741","doi":"10.1080/00313831.2013.798833","title":"A Return to Methodological Commitment: Reflections on Narrative Inquiry","year":2013,"lang":"en","type":"article","venue":"Scandinavian Journal of Educational Research","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":318,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Narrative; Narrative inquiry; Temporality; Narrative criticism; Narrative network; Epistemology; Sociology; Sociality; Educational research; Psychology; Pedagogy; Literature","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":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02128275,0.0001120556,0.000261316,0.0009118295,0.00147438,0.0002557075,0.0007458368,0.0001129125,0.01015456],"category_scores_gemma":[0.06069439,0.00008964363,0.0001210333,0.001770046,0.001002181,0.0004090439,0.00009170995,0.001136969,0.000657175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229792,"about_ca_system_score_gemma":0.00227964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005998245,"about_ca_topic_score_gemma":0.0001810537,"domain_scores_codex":[0.9852598,0.01095501,0.0004501492,0.0002435324,0.00230079,0.0007907587],"domain_scores_gemma":[0.9822928,0.01332604,0.0001507521,0.0002285787,0.002729562,0.001272282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000643732,0.00148675,0.02386993,0.00001968516,0.000168497,0.00002205483,0.435798,0.00004340588,0.007856426,0.2227203,0.2931114,0.0142598],"study_design_scores_gemma":[0.0008227722,0.004678366,0.2044159,0.000516734,0.00001884333,0.00004333921,0.3507654,0.00001211123,0.001759108,0.2580835,0.1784485,0.0004354548],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8572567,0.0001274317,0.0003121794,0.08754509,0.0009005468,0.0007285767,0.000002588556,0.000006356019,0.05312054],"genre_scores_gemma":[0.9773815,0.00005041215,0.01317163,0.0004010594,0.001690025,0.0001776956,0.000001092093,0.00001320624,0.007113427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.180546,"threshold_uncertainty_score":0.9998255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9369565803262165,"score_gpt":0.7731727069347376,"score_spread":0.1637838733914789,"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."}}