{"id":"W6923171966","doi":"10.14288/1.0345158","title":"The British Columbia Federationist","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Italian Social Issues and Migration","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":[0.0003697596,0.00002254972,0.00004827226,7.355261e-7,0.7521306,0.7590376,0.0004656965,0.00003996736,0.0002662186],"category_scores_gemma":[0.0003664392,0.0000309864,0.00003013423,0.0001003851,0.0002890865,0.000436816,0.00007058794,0.00004832597,0.00001896411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007635416,"about_ca_system_score_gemma":0.0002444053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.985669,"about_ca_topic_score_gemma":0.9996309,"domain_scores_codex":[0.9995093,0.00007053404,0.00007606063,0.00009306983,0.0001167227,0.0001343605],"domain_scores_gemma":[0.9995533,0.00003922261,0.00007150905,0.0001698892,0.000122419,0.00004363092],"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":[8.347412e-7,0.00001150105,0.0002286787,1.529008e-7,0.00000535689,7.310051e-7,0.0002968061,1.402708e-7,7.830177e-7,0.0006998624,0.9944527,0.004302475],"study_design_scores_gemma":[0.00008716172,0.000009221166,0.001028684,0.000004283228,0.000004587701,6.300992e-7,0.004344031,0.000005285773,0.000001465929,0.006341375,0.9881257,0.00004759977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008915836,0.00002370695,0.00003289407,0.002736913,0.0006928217,0.0004111985,0.000005330616,0.00002043938,0.9951851],"genre_scores_gemma":[0.05042868,0.0001240789,0.00007328552,0.00006207338,0.0003001121,0.0000890789,0.000002357515,0.000004027966,0.9489163],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7586008,"threshold_uncertainty_score":0.2914908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697278231676705,"score_gpt":0.3342280582175901,"score_spread":0.307255275900823,"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."}}