{"id":"W6923426232","doi":"10.14288/1.0345311","title":"British Columbia Federationist","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","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":[0.00004511782,0.00003573794,0.00005305608,0.000001475596,0.05128114,0.1227784,0.0002364653,0.00006148724,0.0007963888],"category_scores_gemma":[0.00006065317,0.00005857619,0.00003116627,0.00003191678,0.00004837147,0.00001013404,0.0001619356,0.00004113425,0.000007149487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008771968,"about_ca_system_score_gemma":0.00005449314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2273892,"about_ca_topic_score_gemma":0.765428,"domain_scores_codex":[0.999625,0.00001248655,0.0000650335,0.0001750297,0.00003941129,0.0000830823],"domain_scores_gemma":[0.9995323,0.000001387122,0.0000482204,0.0003263129,0.0000565202,0.00003523245],"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":[0.000008350974,0.00001636313,0.0007057311,8.113147e-7,0.00001796353,0.000001279739,9.505193e-7,0.000001849489,0.003298154,0.000002883017,0.9940013,0.001944415],"study_design_scores_gemma":[0.0003693373,0.0001036907,0.007722798,0.000003820935,0.000009074301,0.00005863651,0.00002133252,0.00001649254,0.0007409367,0.000428162,0.9904294,0.00009634301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02427757,0.00001505251,0.000345588,0.000119399,0.0005486853,0.000227321,0.00001265499,0.000008968419,0.9744447],"genre_scores_gemma":[0.1262298,0.00002402894,0.0006318736,0.0001618715,0.0002499746,0.00003312171,0.00004336644,0.00001089721,0.872615],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5380388,"threshold_uncertainty_score":0.949954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00940151943192199,"score_gpt":0.2442125886843983,"score_spread":0.2348110692524763,"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."}}