{"id":"W6960393557","doi":"10.14288/1.0345245","title":"British Columbia Federationist","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Plant Pathogens and Resistance","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000654758,0.00002884415,0.00006608837,2.797323e-7,0.1282322,0.2670623,0.000365583,0.00003202551,0.002533849],"category_scores_gemma":[0.00003729909,0.00001805091,0.00002851535,0.00007731198,0.00003876495,0.0001769644,0.0001024282,0.00003849607,0.00001020576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001159998,"about_ca_system_score_gemma":0.0000104354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6133347,"about_ca_topic_score_gemma":0.98981,"domain_scores_codex":[0.9996225,0.00001483447,0.00006666955,0.0001409932,0.00005544173,0.00009956186],"domain_scores_gemma":[0.9997894,0.00002039169,0.00005210182,0.00005627932,0.00003837303,0.00004343217],"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":[0.000002147851,0.00003557411,0.001377181,3.952238e-7,0.000004244363,0.000008953458,3.860399e-7,2.726752e-7,0.007729898,0.000003181921,0.9844823,0.006355458],"study_design_scores_gemma":[0.00008183972,0.00003407938,0.1654683,0.0000116242,0.000003583985,0.00003618175,0.00003050928,0.00001907404,0.000044255,0.0005119108,0.8336739,0.00008475666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1142145,0.00001522723,0.000002356574,0.0004704972,0.0001856685,0.000212467,0.0001339219,0.00002092775,0.8847444],"genre_scores_gemma":[0.1194767,0.00003166808,0.0001042362,0.00007179029,0.0001058874,0.00003756575,0.00002533168,2.92007e-7,0.8801465],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3764753,"threshold_uncertainty_score":0.998378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237258757014375,"score_gpt":0.2260993968525429,"score_spread":0.2037268092823991,"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."}}