{"id":"W4408271979","doi":"10.29173/pathfinder100","title":"Policing and Carcerality in Public Libraries","year":2025,"lang":"en","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00295232,0.00007640082,0.0001059766,0.000817123,0.003200206,0.003372749,0.0004219416,0.00006232977,0.00001865897],"category_scores_gemma":[0.0005192079,0.00006411907,0.00002205456,0.0009155154,0.0006446905,0.01228471,0.00005852572,0.0001519172,0.000001142348],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159457,"about_ca_system_score_gemma":0.006542858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01692128,"about_ca_topic_score_gemma":0.02386797,"domain_scores_codex":[0.9984357,0.00006575893,0.0003155317,0.0001261786,0.0005810624,0.0004758092],"domain_scores_gemma":[0.9989511,0.00007071191,0.0001014206,0.00006600056,0.0002672398,0.0005435504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003366168,0.000004844325,0.8280381,0.000009024349,0.000002844765,6.804353e-7,0.04163479,9.890985e-7,0.000003614313,0.1224205,0.0004703802,0.007410908],"study_design_scores_gemma":[0.0002866843,0.00002299239,0.9353552,0.00007393277,0.000002378539,0.000001754501,0.03111062,0.00002216153,0.0000101661,0.008842243,0.02417724,0.0000946696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787506,0.00007150596,0.0001161948,0.01146341,0.0007033151,0.0003590968,0.00001491465,0.000007719037,0.008513189],"genre_scores_gemma":[0.9971068,0.00002299383,0.0001228016,0.002129559,0.00004389996,0.00001478011,0.000002211897,0.000001432895,0.0005555551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1135782,"threshold_uncertainty_score":0.9990891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06287574991514415,"score_gpt":0.3755767653105915,"score_spread":0.3127010153954473,"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."}}