{"id":"W6960819084","doi":"10.14288/1.0344936","title":"The British Columbia Federationist","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Banana Cultivation and Research","field":"Agricultural and Biological 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":[0.0001819545,0.00002329621,0.00004104037,2.202753e-7,0.5151603,0.6261475,0.0005693441,0.00002732635,0.0008516439],"category_scores_gemma":[0.0001614908,0.00001081019,0.00002676473,0.0001271454,0.0001035005,0.0001668125,0.0001704281,0.0000665256,0.00002087962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001578966,"about_ca_system_score_gemma":0.00001996314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7839483,"about_ca_topic_score_gemma":0.9934044,"domain_scores_codex":[0.9995738,0.000035782,0.00006971608,0.000110067,0.00009411079,0.0001165071],"domain_scores_gemma":[0.999675,0.00007348653,0.00004171832,0.00007131889,0.00009509075,0.00004333604],"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":[0.000001651161,0.00002004371,0.0008874416,1.309426e-7,0.000004438342,7.143926e-7,7.862815e-7,1.372348e-7,0.0002654144,0.000009749921,0.9410955,0.05771394],"study_design_scores_gemma":[0.00007202785,0.00003011032,0.09529056,0.000003704661,0.000001086945,0.000005521092,0.00009319226,0.00003357137,0.00002201639,0.0005534005,0.9038538,0.00004096951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02108577,0.00001294944,0.000001402808,0.006550447,0.0001825056,0.0003551118,0.00001394997,0.00001710873,0.9717808],"genre_scores_gemma":[0.05447702,0.00004860315,0.00001995687,0.0000683021,0.00009891013,0.00007772746,0.000007761084,2.92787e-7,0.9452015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6259807,"threshold_uncertainty_score":0.9324904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0453864598204976,"score_gpt":0.2853266298617862,"score_spread":0.2399401700412886,"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."}}