{"id":"W2786222513","doi":"10.7202/1042889ar","title":"Thinking with Stories","year":2018,"lang":"en","type":"article","venue":"Canadian social work review","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Narrative; Narrative criticism; Narrative inquiry; Sociology; Social work; Work (physics); Narrative network; Epistemology; Process (computing); Psychology; Pedagogy; Political science; Linguistics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01107379,0.001086441,0.0006095887,0.003298466,0.00894368,0.01421569,0.002282171,0.003092994,0.01167476],"category_scores_gemma":[0.01973311,0.0004649182,0.0009079575,0.002342714,0.03443187,0.02156739,0.008648012,0.005342561,0.002507919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007394554,"about_ca_system_score_gemma":0.008136249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01027191,"about_ca_topic_score_gemma":0.01427302,"domain_scores_codex":[0.9834562,0.01230608,0.0004638859,0.000982819,0.00207269,0.0007184048],"domain_scores_gemma":[0.9861309,0.00824428,0.001263608,0.001556402,0.001646773,0.001158133],"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":[0.00002074965,0.00002277617,0.0005730788,0.0003746794,0.00002190701,0.0005056863,0.2151565,0.0001674956,0.0002172423,0.714851,0.03329915,0.03478971],"study_design_scores_gemma":[0.000006621864,0.00001673844,0.0002593951,0.001080582,0.00001163263,0.0006500509,0.1021047,0.0001191458,0.0002103973,0.1863312,0.7091901,0.00001932965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02822786,0.03974447,0.09414548,0.1244721,0.004542187,0.0005784049,0.0005940969,0.00033507,0.7073603],"genre_scores_gemma":[0.6928399,0.05419772,0.07801896,0.02614431,0.002092757,0.001034165,0.0008058628,0.0005011769,0.1443652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01421569,"threshold_uncertainty_score":0.05856454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581570991760629,"score_gpt":0.3086221386317323,"score_spread":0.282806428714126,"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."}}