{"id":"W6961793648","doi":"10.14288/1.0345196","title":"The British Columbia Federationist","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Educational and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003577594,0.0000206123,0.00004768271,5.801579e-7,0.8476973,0.6351812,0.0004914293,0.00002453109,0.0002368398],"category_scores_gemma":[0.0007247695,0.00002666267,0.00002682149,0.00009627324,0.0004761796,0.0002403182,0.0001072316,0.00004922148,0.00001459365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008542593,"about_ca_system_score_gemma":0.000429831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9837419,"about_ca_topic_score_gemma":0.9993916,"domain_scores_codex":[0.9995328,0.0000636363,0.00006686193,0.00008526564,0.0001272485,0.0001241978],"domain_scores_gemma":[0.9995084,0.0001200838,0.00005726557,0.0001172949,0.0001562919,0.00004064863],"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":[4.534252e-7,0.00001870846,0.00185634,1.281966e-7,0.00001105161,2.363281e-7,0.0003687022,7.992134e-8,8.244239e-8,0.001480684,0.9944159,0.001847641],"study_design_scores_gemma":[0.00005730305,0.00000470914,0.01373701,0.000003223575,0.000003648194,4.024511e-7,0.00662513,5.363859e-7,1.538641e-7,0.02879523,0.9507326,0.00004005227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009293313,0.00004251522,0.000004556746,0.01260714,0.0008783211,0.0002746103,0.000004496898,0.00001389466,0.9852451],"genre_scores_gemma":[0.03507712,0.0003220143,0.00005102528,0.0001069416,0.0003941467,0.0001715643,9.35587e-7,0.000002661264,0.9638736],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8472211,"threshold_uncertainty_score":0.3651975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04435435057255262,"score_gpt":0.3593345783504139,"score_spread":0.3149802277778613,"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."}}