{"id":"W6960958284","doi":"10.14288/1.0082427","title":"Nanaimo Courier","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Production (economics); Work (physics); Investment (military); Key (lock)","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":[0.00007500122,0.00004433082,0.00005557516,0.000005381721,0.001214639,0.0006506793,0.0002433098,0.00002494127,0.00124493],"category_scores_gemma":[0.00001410404,0.00001804041,0.00002230221,0.001065649,0.00001899019,0.0001103509,0.00008673786,0.00004224482,0.0001130556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002666801,"about_ca_system_score_gemma":0.00002314364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002595014,"about_ca_topic_score_gemma":0.002329529,"domain_scores_codex":[0.9996182,0.0000179691,0.00007649871,0.0001172336,0.00007418209,0.00009592286],"domain_scores_gemma":[0.9997047,0.00002415073,0.00002382122,0.00004005253,0.00007803504,0.000129198],"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":[0.000005484049,0.00007498362,0.00003563149,9.615086e-8,0.000004501198,4.161132e-7,0.0000134583,0.000003838285,0.004904643,0.001296834,0.9907256,0.002934511],"study_design_scores_gemma":[0.0001120369,0.00005647566,0.0003531541,0.000002576372,0.00000475372,0.0000097755,0.0002442885,0.0001045643,0.0009012462,0.006456632,0.9916744,0.00008012667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009822694,0.00002247939,0.00004882526,0.004970228,0.0001153926,0.0002962674,0.00005095853,0.00007205022,0.9846011],"genre_scores_gemma":[0.4850676,0.000006619204,0.0006731299,0.0008520508,0.0001811895,0.000257375,0.00002558458,7.530373e-7,0.5129358],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4752449,"threshold_uncertainty_score":0.9996681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0532505788798861,"score_gpt":0.267254241956764,"score_spread":0.2140036630768779,"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."}}