{"id":"W4398249663","doi":"10.22329/csw.v25i1.8266","title":"In bed with the state","year":2024,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"State (computer science); Environmental science; Geology; Computer science; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005917003,0.00005460498,0.00007562605,0.0000254886,0.004798054,0.0001478077,0.0001190341,0.00006796111,0.0003258528],"category_scores_gemma":[0.00001133589,0.00003214202,0.00002826146,0.0007315032,0.0006578098,0.0001094164,7.755726e-7,0.0002145998,0.0001727385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001474187,"about_ca_system_score_gemma":0.003297089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01372061,"about_ca_topic_score_gemma":0.2981704,"domain_scores_codex":[0.9989328,0.000215621,0.00009304419,0.0001299215,0.0002273129,0.0004012381],"domain_scores_gemma":[0.9993576,0.0004621369,0.000006436411,0.00004738623,0.00005074284,0.00007569525],"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":[0.00000507858,0.00002203693,0.00003310468,0.00001147239,0.000002528321,0.00001100582,0.3545747,1.164661e-7,5.511008e-8,0.6432579,0.00159844,0.0004835948],"study_design_scores_gemma":[0.00003123055,0.0000119673,0.0004355685,0.00002528731,0.000006530312,2.792403e-7,0.006637369,7.25698e-7,0.000002647601,0.04017722,0.9526032,0.00006801455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5014955,0.001073609,0.0001613224,0.1832266,0.0023889,0.0005534943,0.000006118617,0.0001633015,0.3109312],"genre_scores_gemma":[0.9833888,0.0001553382,0.00004789486,0.0003533464,0.001548893,0.000005992376,0.000001047755,0.00000957563,0.01448909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9510047,"threshold_uncertainty_score":0.9964976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606548538643876,"score_gpt":0.3494405740585129,"score_spread":0.3333750886720742,"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."}}