{"id":"W6960987305","doi":"10.14288/1.0345272","title":"British Columbia Federationist","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"African Botany and Ecology Studies","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":[0.00007596357,0.00003244429,0.00008614313,2.807198e-7,0.2087601,0.1626909,0.0003552593,0.00003559411,0.00428078],"category_scores_gemma":[0.00009380301,0.00002164601,0.00002891203,0.00008300014,0.0001059096,0.0002117061,0.0002338177,0.00004352999,0.00001715494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001808498,"about_ca_system_score_gemma":0.000008924247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6630825,"about_ca_topic_score_gemma":0.9936194,"domain_scores_codex":[0.9995993,0.00001776502,0.00007279191,0.0001491258,0.00004010191,0.0001208966],"domain_scores_gemma":[0.9997673,0.00004091503,0.00005728364,0.00005307572,0.00004546308,0.00003598519],"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":[0.000001834729,0.00004125166,0.01967903,1.851349e-7,0.0000119091,0.000003327544,0.000002758061,1.619342e-7,0.0001641586,0.000002599104,0.9765863,0.003506519],"study_design_scores_gemma":[0.0001018187,0.00008716105,0.35421,0.000003926759,0.000006804775,0.0000169076,0.0002693675,0.000008712246,0.000006754644,0.001436227,0.6437629,0.00008930831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2072791,0.000009635075,0.00000110415,0.001364432,0.0002053137,0.0002157084,0.0000227053,0.00002467665,0.7908773],"genre_scores_gemma":[0.3113293,0.00001453932,0.00004844464,0.0001140529,0.00009063019,0.00007224351,0.000004573383,2.448968e-7,0.6883259],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.334531,"threshold_uncertainty_score":0.9966294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02930922098938624,"score_gpt":0.2395846929943542,"score_spread":0.210275472004968,"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."}}