{"id":"W2159420100","doi":"10.1111/cars.12079","title":"Critical Nexus or Pluralist Discipline? Institutional Ambivalence and the Future of Canadian Sociology","year":2015,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Lakehead University","funders":"","keywords":"Nexus (standard); Ambivalence; Sociology; Epistemology; Social science; Political science; Psychology; Social psychology; Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.02010364,0.0004386361,0.0007402855,0.005154803,0.03679529,0.03539435,0.003520876,0.005624027,0.006127423],"category_scores_gemma":[0.02180563,0.0006071887,0.0005389942,0.004883535,0.08146829,0.01260766,0.01191518,0.006763056,0.0004017157],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2232787,"about_ca_system_score_gemma":0.2094231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8629366,"about_ca_topic_score_gemma":0.8650889,"domain_scores_codex":[0.9787255,0.008567129,0.0005844896,0.002111869,0.0038665,0.006144429],"domain_scores_gemma":[0.9794264,0.005894134,0.001706348,0.001558768,0.005475457,0.005938864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001003366,0.00000719188,0.0006363234,0.00003379198,0.000004105179,0.00007943974,0.01703486,0.0001242877,0.00005099254,0.971343,0.00512109,0.005554853],"study_design_scores_gemma":[0.00002245267,0.00001943691,0.00358553,0.000567121,0.00002031734,0.0000998908,0.07050851,0.0008497892,0.0002118048,0.5062713,0.4177607,0.00008322392],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05586333,0.02062477,0.004774309,0.5318598,0.001684596,0.00006637735,0.00008184878,0.00009431659,0.3849507],"genre_scores_gemma":[0.9586602,0.004420213,0.001693695,0.01175753,0.0003474216,0.00003790776,0.00003417308,0.00006495247,0.02298392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9632047,"threshold_uncertainty_score":0.9008867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275254956858587,"score_gpt":0.3558497323836269,"score_spread":0.2283242366977682,"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."}}