{"id":"W6960989005","doi":"10.14288/1.0345539","title":"The British Columbia Federationist","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Plant and Fungal Species Descriptions","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":[0.00008673924,0.00003636408,0.00004616525,7.810853e-7,0.299678,0.3955975,0.0004939632,0.00004509269,0.00007955777],"category_scores_gemma":[0.0001202507,0.00004570357,0.00003748064,0.00003730097,0.0001118621,0.000009715032,0.0002386556,0.00005111583,0.00001023302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001315477,"about_ca_system_score_gemma":0.00007887976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2226618,"about_ca_topic_score_gemma":0.9568378,"domain_scores_codex":[0.9995929,0.00001835274,0.0000786595,0.000142914,0.00004829453,0.0001189044],"domain_scores_gemma":[0.9994817,0.000007328701,0.00005003302,0.0003601268,0.00006217632,0.00003863875],"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":[0.000006000444,0.00001838475,0.0005389589,2.884242e-7,0.00001966289,0.00000122071,6.332791e-7,9.709398e-7,0.002650224,0.00001160644,0.9960242,0.0007278689],"study_design_scores_gemma":[0.0001942596,0.00004313145,0.003355989,0.000003314414,0.000006178903,0.00004873088,0.00003683671,0.0000205464,0.0002678566,0.000275952,0.9956751,0.00007209694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005887637,0.00007735068,0.0001621379,0.0003726952,0.0004887063,0.0002617966,0.00005942014,0.000006963473,0.9926833],"genre_scores_gemma":[0.03989702,0.0002353916,0.0001321471,0.00008596847,0.0001984875,0.00009523029,0.00005118908,0.000006599902,0.959298],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.734176,"threshold_uncertainty_score":0.7825145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548533917822648,"score_gpt":0.242880696258772,"score_spread":0.2273953570805455,"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."}}