{"id":"W6923848452","doi":"10.14288/1.0345541","title":"British Columbia Federationist","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Public Administration and Political Analysis","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002622698,0.00002519753,0.00007612966,0.00000300833,0.2793644,0.5404614,0.000471568,0.00004469577,0.02021796],"category_scores_gemma":[0.0006829918,0.00004320313,0.00004195586,0.0001621805,0.0002784302,0.0005573239,0.00007433128,0.00005415842,0.00003474548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005864329,"about_ca_system_score_gemma":0.0005260062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9689951,"about_ca_topic_score_gemma":0.9974011,"domain_scores_codex":[0.9994169,0.00006872809,0.00009944593,0.0001254873,0.0001349834,0.0001544317],"domain_scores_gemma":[0.9994342,0.00003632444,0.00005750189,0.0001909775,0.0001274384,0.0001535804],"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":[4.955851e-7,0.00004010897,0.0007106687,2.903182e-7,0.00001099106,0.000001540492,0.00003631196,1.507627e-7,2.632206e-7,0.004519004,0.9939631,0.000717073],"study_design_scores_gemma":[0.0001139926,0.000009695067,0.001653589,0.000002721403,0.000009912237,0.000001493259,0.0005803632,0.00002800951,8.765734e-7,0.01110557,0.9864303,0.00006341018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003445503,0.000001780046,0.0001987729,0.006973328,0.0001974767,0.0001689891,0.00001220278,0.00002773516,0.9920751],"genre_scores_gemma":[0.1175958,0.00001115687,0.0002254955,0.0003077674,0.0001673438,0.00004672584,0.0000061105,0.000002709594,0.8816369],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5399041,"threshold_uncertainty_score":0.9806777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04194439457885784,"score_gpt":0.3631558332031567,"score_spread":0.3212114386242989,"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."}}