{"id":"W4407389296","doi":"10.1007/s12108-025-09647-5","title":"Does Anyone Use Sociology, Other Than Sociologists? The Interdisciplinary Relevance of ASA Journals, 2000–2023","year":2025,"lang":"en","type":"article","venue":"The American Sociologist","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"University of Hong Kong; University of Toronto - School of Graduate Studies; Government of Ontario","keywords":"Relevance (law); Sociology; Social science; Epistemology; Political science; Law; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008225403,0.000301715,0.0007348455,0.00006033204,0.002704932,0.00009333307,0.001793649,0.0002914057,0.0003355706],"category_scores_gemma":[0.005682796,0.0001300102,0.0004611223,0.0005845857,0.03720393,0.0003322514,0.000674817,0.001357729,0.00005716017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002210134,"about_ca_system_score_gemma":0.0003970804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003124607,"about_ca_topic_score_gemma":0.0004710893,"domain_scores_codex":[0.9895949,0.008307502,0.000662857,0.0004691723,0.0002877399,0.0006777922],"domain_scores_gemma":[0.979638,0.01810957,0.001221196,0.000756276,0.0001903213,0.00008460575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002490718,0.0006191182,0.2260187,0.00004656176,0.001748024,0.00004313554,0.1657913,0.00009123945,0.002255862,0.4608346,0.1040356,0.03602519],"study_design_scores_gemma":[0.000330225,0.0003420322,0.1215386,0.00007390287,0.0001383021,0.000002776035,0.2216857,0.00001212784,0.0000610346,0.4289798,0.2264262,0.0004092379],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8074311,0.005146999,0.0007812471,0.154704,0.001317439,0.0006918984,0.0001176454,0.0001960163,0.02961365],"genre_scores_gemma":[0.9775543,0.003274586,0.0001501479,0.006767449,0.0005899844,0.00006479137,0.000006203785,0.00001535208,0.01157718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1701232,"threshold_uncertainty_score":0.9985934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07304866321274146,"score_gpt":0.4175482161972477,"score_spread":0.3444995529845063,"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."}}