{"id":"W2130008656","doi":"10.29173/cjs6437","title":"Disciplinary Mosaic: The Case of Canadian Sociology","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bureaucracy; Sociology; Politics; Government (linguistics); Discipline; Mosaic; Quality (philosophy); Media studies; Social science; Law; Political science; Epistemology; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004107319,0.0003071167,0.000431876,0.003022893,0.05871193,0.01539834,0.001763044,0.003964923,0.005442603],"category_scores_gemma":[0.00820587,0.0004247042,0.0003451504,0.006487449,0.04456681,0.004594683,0.007821566,0.004130205,0.0003633908],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1607196,"about_ca_system_score_gemma":0.1540708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.979066,"about_ca_topic_score_gemma":0.985864,"domain_scores_codex":[0.9923785,0.001737662,0.0001166047,0.0006614802,0.002208002,0.002897818],"domain_scores_gemma":[0.9956751,0.0007837033,0.0002263617,0.0003065006,0.001316376,0.001691915],"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":[0.00001199944,0.000007611605,0.001286913,0.00002407537,0.000004240652,0.0005409761,0.05872506,0.0001768104,0.0000928409,0.9207371,0.01046935,0.007922876],"study_design_scores_gemma":[0.00002873998,0.0000178983,0.007204358,0.0003120034,0.00002214407,0.000555715,0.1345123,0.0008329416,0.00010245,0.1498582,0.7064795,0.00007383096],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1191272,0.008120773,0.0025696,0.07301885,0.0006791702,0.00008665393,0.0001311491,0.00006398698,0.7962027],"genre_scores_gemma":[0.9663492,0.00161683,0.0008361487,0.003787087,0.00008177228,0.0000300424,0.00003054523,0.00003385127,0.02723441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9412881,"threshold_uncertainty_score":0.9734462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03222612719486037,"score_gpt":0.2834605418972986,"score_spread":0.2512344147024382,"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."}}