{"id":"W6960890075","doi":"10.14288/1.0180852","title":"Kelowna Record","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Agricultural pest management studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Process (computing); Context (archaeology); Global Positioning System","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":[0.00006790391,0.00007414463,0.00008891719,0.000003386801,0.001944041,0.0003846336,0.0003064022,0.00002432578,0.005678292],"category_scores_gemma":[0.00004095943,0.00001657496,0.00004046676,0.0006500476,0.00002704611,0.0002250148,0.0002903541,0.00002563427,0.000211996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003702684,"about_ca_system_score_gemma":0.000002465825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004111387,"about_ca_topic_score_gemma":0.01607192,"domain_scores_codex":[0.9994449,0.00002852847,0.00009924207,0.0001954009,0.00007597399,0.000155957],"domain_scores_gemma":[0.9997196,0.0001192968,0.00003753943,0.00003613089,0.00004575151,0.00004170343],"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":[0.00000738213,0.00003262721,0.0006628893,3.126862e-7,0.00001512731,7.445846e-7,0.000004555071,8.019044e-8,0.004944341,0.00009961194,0.9359314,0.05830092],"study_design_scores_gemma":[0.0001111196,0.000107341,0.03824102,0.00001142156,0.000007953763,0.000001895255,0.0001206271,7.296292e-7,0.0001960546,0.001611654,0.9594724,0.000117811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03923681,0.00001354687,0.00001829358,0.01641921,0.0003028577,0.000572076,0.00003535376,0.0001294333,0.9432724],"genre_scores_gemma":[0.1266902,0.00008632797,0.0001452528,0.0002271393,0.0001698035,0.0001219577,0.000004096236,4.10497e-7,0.8725548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08745341,"threshold_uncertainty_score":0.9993553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02943561103854703,"score_gpt":0.227012598589125,"score_spread":0.197576987550578,"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."}}