{"id":"W6961013189","doi":"10.14288/1.0169131","title":"Alberni Advocate","year":2011,"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":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Action (physics); Work (physics); 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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003195177,0.00004479876,0.00005286547,0.000001318622,0.001440157,0.0001105843,0.0001587923,0.00001787535,0.007371328],"category_scores_gemma":[0.000005285886,0.00001556654,0.00002529635,0.0002414918,0.00002866851,0.00007404452,0.0001517424,0.00002797681,0.0001394752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001285847,"about_ca_system_score_gemma":0.000001301385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03323586,"about_ca_topic_score_gemma":0.01429787,"domain_scores_codex":[0.9996935,0.00001186867,0.00005319264,0.0001073115,0.00003815163,0.00009595328],"domain_scores_gemma":[0.9999059,0.0000185364,0.00001480569,0.00002117315,0.000005273411,0.0000342511],"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":[0.00007354593,0.0006267976,0.01965964,0.000001316604,0.00007580009,0.000005620554,0.0006136158,0.00000125361,0.005380818,0.0001414708,0.8755318,0.09788833],"study_design_scores_gemma":[0.0001158135,0.0002227876,0.4380397,0.000003535382,0.00001117698,0.000007856825,0.001048412,0.000004369853,0.001017204,0.002823658,0.5565565,0.0001490958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09628922,0.00002193988,5.71857e-7,0.0001616456,0.00008617478,0.0001134998,0.000008646722,0.00002116992,0.9032971],"genre_scores_gemma":[0.637193,0.00006705491,0.0001312724,0.0002032781,0.00006011444,0.00009132429,0.000006115042,4.227635e-7,0.3622475],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5410497,"threshold_uncertainty_score":0.9998598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05881710240575698,"score_gpt":0.2043093959942782,"score_spread":0.1454922935885212,"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."}}