{"id":"W6961339257","doi":"10.14288/1.0066071","title":"British Columbia News","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Soil and Environmental Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Exposition (narrative); Agency (philosophy); Subject (documents)","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":[],"category_scores_codex":[0.00004644759,0.00002998518,0.00006562314,5.54886e-7,0.001160152,0.001703634,0.0001447296,0.00002196152,0.005985914],"category_scores_gemma":[0.00001890916,0.00001818432,0.00002283875,0.0003160127,0.00002898779,0.00009322214,0.000169616,0.00003091954,0.00004450626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000331641,"about_ca_system_score_gemma":0.0000040973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7629247,"about_ca_topic_score_gemma":0.9117541,"domain_scores_codex":[0.9996325,0.00001762576,0.00006045727,0.0001199563,0.00006835229,0.0001011221],"domain_scores_gemma":[0.999858,0.00001913244,0.00001503009,0.00001924675,0.00001254035,0.0000760062],"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":[0.000001883297,0.00004768856,0.01196135,1.021282e-7,0.000004864378,0.000001539747,0.000009935506,0.000001067318,0.00005518009,3.156413e-7,0.9660599,0.02185616],"study_design_scores_gemma":[0.0001333605,0.0001224073,0.110969,0.000003029771,0.0000044567,0.00001822244,0.001101824,0.000003851384,0.000007924238,0.001312882,0.886241,0.00008206184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.319773,0.00006010034,4.513432e-7,0.0004326477,0.000170562,0.0001825917,0.00002398479,0.00003248569,0.6793242],"genre_scores_gemma":[0.1696109,0.00006781887,0.00008664335,0.0003339325,0.0001432797,0.00009812353,0.0000172924,5.035537e-7,0.8296415],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1503173,"threshold_uncertainty_score":0.9993327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04082831390868865,"score_gpt":0.2133421723036104,"score_spread":0.1725138583949217,"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."}}