{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007698855,0.0005386583,0.0004098573,0.001240253,0.005881203,0.004615582,0.0008806058,0.002625914,0.5146728],"category_scores_gemma":[0.003346299,0.000378313,0.0002069798,0.001229894,0.0008414953,0.001344479,0.00219533,0.002918497,0.2012241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003330627,"about_ca_system_score_gemma":0.01060503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.178613,"about_ca_topic_score_gemma":0.4620538,"domain_scores_codex":[0.9989754,0.00005963709,0.00002312404,0.0001931118,0.0005001311,0.0002485744],"domain_scores_gemma":[0.9979845,0.0001230177,0.00004787162,0.0001305095,0.0009364977,0.0007775891],"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":[0.00001834641,0.000009836743,0.0003329818,0.00002656247,0.000001084711,0.0001038842,0.00006441991,0.00001424305,0.00005714325,0.003552513,0.963701,0.03211804],"study_design_scores_gemma":[0.000002198837,0.00000152897,0.000243463,0.00003291634,7.557438e-7,0.0000385067,0.00008987004,0.000008972553,0.00002158554,0.0001830728,0.999375,0.000002117713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007471321,0.003663045,0.0002664582,0.02056383,0.006947023,0.00006223993,0.000821125,0.00028112,0.966648],"genre_scores_gemma":[0.00210768,0.000694018,0.00008530744,0.001517862,0.0002656175,0.000008466065,0.0001193345,0.00004824456,0.9951534],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4853272,"threshold_uncertainty_score":0.6922604,"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."}}