{"id":"W1920605059","doi":"10.1111/cars.12055","title":"Canadian Uniqueness and Theoretical‐Methodological Pluralism in Sociology","year":2014,"lang":"en","type":"letter","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sociology; Pluralism (philosophy); Library science; Media studies; Computer science; Epistemology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0225896,0.0008530664,0.002977259,0.0006320637,0.0009817037,0.00003225122,0.001882877,0.007814715,0.002072953],"category_scores_gemma":[0.02698508,0.0008338155,0.0006025824,0.0003920218,0.01893324,0.0001644913,0.0001251738,0.006524035,0.0000525048],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006005146,"about_ca_system_score_gemma":0.01031104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6976287,"about_ca_topic_score_gemma":0.8874763,"domain_scores_codex":[0.9717415,0.02145038,0.001394086,0.001372568,0.000145349,0.0038961],"domain_scores_gemma":[0.9814755,0.01425666,0.0008364221,0.0008573483,0.0004343435,0.002139698],"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":[0.00001361839,0.00001010722,0.00926819,0.00221305,0.000163712,0.001677901,0.02087201,9.336566e-7,0.000002705442,0.6981604,0.2658234,0.001794],"study_design_scores_gemma":[0.0001884465,0.0001412263,0.002194442,0.001572711,0.0001295796,0.00004911267,0.006026871,0.000002391285,2.078729e-7,0.3284932,0.6604342,0.0007676717],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04132627,0.04326879,0.00001274107,0.8878725,0.0009221498,0.001512649,0.0004652742,0.00008420983,0.02453542],"genre_scores_gemma":[0.2591326,0.04268446,0.000370804,0.6946483,0.001792713,0.0002461485,0.0005449773,0.00006925052,0.0005108097],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3946108,"threshold_uncertainty_score":0.9994113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1571876090159773,"score_gpt":0.3655115560307335,"score_spread":0.2083239470147562,"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."}}