{"id":"W6961026220","doi":"10.14288/1.0169335","title":"Alberni Advocate","year":2011,"lang":"en","type":"article","venue":"Open Collections","topic":"Botanical Research and Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006883626,0.0000428837,0.00005377444,0.000001041394,0.0009299975,0.0002696155,0.0003401493,0.00003549445,0.02145354],"category_scores_gemma":[0.00005537003,0.00001530931,0.00003305832,0.0004125526,0.00002891121,0.00007742192,0.0001441357,0.00007648307,0.00009416596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000013,"about_ca_system_score_gemma":0.00001206135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01145413,"about_ca_topic_score_gemma":0.008274673,"domain_scores_codex":[0.9995575,0.0000170878,0.00006584278,0.0001305059,0.00007234134,0.000156709],"domain_scores_gemma":[0.9997448,0.00005007608,0.00001465103,0.00003710689,0.00003598828,0.0001174237],"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":[0.0001111925,0.0004669894,0.0005221669,0.000002240786,0.00003147541,0.000009464432,0.00004911841,9.892166e-8,0.09498784,0.0002143469,0.8631761,0.04042896],"study_design_scores_gemma":[0.0002452304,0.000389942,0.02178351,0.00001185695,0.000009548817,0.0000189035,0.0004516249,0.0000196215,0.03304784,0.009608441,0.9341645,0.0002490364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04102279,0.00001179742,0.00000175294,0.0002341112,0.00003230141,0.000119686,0.00001550747,0.00002351491,0.9585385],"genre_scores_gemma":[0.5448489,0.00002364024,0.0001366882,0.0001237489,0.0000654766,0.00005691372,0.000007395543,3.865261e-7,0.4547369],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5038261,"threshold_uncertainty_score":0.9951287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07157701395895016,"score_gpt":0.2549158795048255,"score_spread":0.1833388655458753,"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."}}