{"id":"W6923661551","doi":"10.14288/1.0314967","title":"British Columbia Tribune","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Diverse Specialized Academic Research","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Exposition (narrative); Period (music)","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004466516,0.00004916574,0.0002174751,0.00004971656,0.0009671022,0.0034604,0.0005391337,0.00008366942,0.1569968],"category_scores_gemma":[0.000358759,0.00007321867,0.00006437895,0.0008347076,0.0000727639,0.0004414353,0.0002634391,0.0001023473,0.001476719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002122896,"about_ca_system_score_gemma":0.00005668052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2187931,"about_ca_topic_score_gemma":0.06462252,"domain_scores_codex":[0.9990305,0.00001732764,0.0003077497,0.0003360133,0.00003814064,0.0002702426],"domain_scores_gemma":[0.9994686,0.0000651949,0.00009599654,0.0002256302,0.00004480211,0.00009974324],"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":[0.000004781918,0.00004442588,0.00333008,0.000001086231,0.00002435266,0.000004135393,0.000008404471,2.304436e-7,0.000006937926,0.003936527,0.9902543,0.002384771],"study_design_scores_gemma":[0.001048634,0.00003084507,0.003136368,0.00001420982,0.000001577074,0.00001082731,0.0000201952,0.000008146252,0.000009778157,0.06929643,0.9263009,0.0001220731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001475257,0.00009412866,0.0006538371,0.0008209096,0.0004679542,0.000454582,0.0005963892,0.00003419609,0.9954028],"genre_scores_gemma":[0.01260953,0.0004394969,0.0003301478,0.0001102929,0.0001344175,0.0001372042,0.000003859675,0.0000163132,0.9862188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1555201,"threshold_uncertainty_score":0.9993007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0540576767636671,"score_gpt":0.2634411026091861,"score_spread":0.209383425845519,"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."}}