{"id":"W2626596622","doi":"10.1921/jpts.v14i3.1012","title":"Looking at field through a structural lens","year":2017,"lang":"en","type":"article","venue":"The Journal of Practice Teaching in Health and Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Accreditation; Field (mathematics); Diversity (politics); Social justice; Promotion (chess); Social work; Work (physics); Engineering ethics; Sociology; Pedagogy; Public relations; Psychology; Political science; Social science; Engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005506461,0.00104857,0.0006445103,0.007833762,0.006389556,0.014715,0.001896798,0.002970478,0.02191295],"category_scores_gemma":[0.005630567,0.0005115187,0.0007739312,0.004396676,0.04324782,0.01961778,0.006035971,0.00641924,0.001973447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008570364,"about_ca_system_score_gemma":0.006472621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01492096,"about_ca_topic_score_gemma":0.02146255,"domain_scores_codex":[0.9970652,0.00158255,0.00009662116,0.0004926939,0.0004362772,0.0003265025],"domain_scores_gemma":[0.9945884,0.003005638,0.0005701309,0.0006775226,0.0007183446,0.0004399502],"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":[0.00001136416,0.00001857655,0.0008331446,0.0001305848,0.000005194719,0.00008723541,0.01317019,0.0001484506,0.0002249609,0.9734042,0.002945445,0.009020599],"study_design_scores_gemma":[0.00001391591,0.00005286365,0.002110336,0.0005617979,0.00001698385,0.0003318815,0.031189,0.0004330785,0.0002678393,0.7140452,0.2509584,0.00001876113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02919003,0.01348827,0.1387917,0.05569663,0.002108156,0.0002029445,0.0005232563,0.0002369512,0.7597621],"genre_scores_gemma":[0.8106843,0.01308204,0.08949146,0.008304395,0.00152722,0.0004434849,0.0005227473,0.0004501248,0.07549422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02191295,"threshold_uncertainty_score":0.07330614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07396034714951001,"score_gpt":0.4612911646186517,"score_spread":0.3873308174691417,"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."}}