{"id":"W4303431064","doi":"10.7202/1091516ar","title":"RETHINKING REGULATION: INCLUSIONS, EXCLUSIONS AND STRUGGLES","year":2022,"lang":"en","type":"article","venue":"Canadian social work review","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Licensure; Government (linguistics); Racism; Public administration; Political science; Indigenous; Inclusion (mineral); Sociology; Health care; Policy analysis; Power (physics); Harm; Criminology; Law; Public relations; Gender studies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002005926,0.00009260579,0.0001949583,0.00007949433,0.01967235,0.00008169555,0.0002536859,0.00007340177,0.0237988],"category_scores_gemma":[0.000799382,0.0001146846,0.00007296468,0.00240269,0.0001862045,0.0001329378,0.0001313133,0.0003673848,0.00005512744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085486,"about_ca_system_score_gemma":0.001639878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01996187,"about_ca_topic_score_gemma":0.09865352,"domain_scores_codex":[0.9976555,0.001189378,0.0002170793,0.0002032169,0.0004022493,0.0003325594],"domain_scores_gemma":[0.9989539,0.0003053359,0.0001444343,0.0001231452,0.00008804103,0.0003851007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002120975,0.00001116511,0.00116143,0.00004893431,0.00001283368,0.000005303877,0.0318843,1.746975e-7,4.336805e-7,0.4257253,0.4719749,0.06917306],"study_design_scores_gemma":[0.00004167631,0.000003285508,0.002071996,0.00006710452,0.00003484744,0.000001505325,0.01113477,1.931316e-7,2.537588e-8,0.01025964,0.9762524,0.0001325998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00175705,0.06606185,0.000003351684,0.6900128,0.001060019,0.0006987461,0.00002503949,0.00007761117,0.2403035],"genre_scores_gemma":[0.904998,0.01854901,0.0003449167,0.04525756,0.001162854,0.000223563,0.00009030066,0.0000375222,0.02933625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.903241,"threshold_uncertainty_score":0.9865643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0571259757103317,"score_gpt":0.3523276790447776,"score_spread":0.2952017033344459,"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."}}