{"id":"W6923389980","doi":"10.14288/1.0421528","title":"Kootenay, Osoyoos &amp; Similkameen","year":2022,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","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":[0.0002296976,0.0009014648,0.0005729732,0.00146228,0.002161456,0.003068388,0.0009071291,0.0006254233,0.6773851],"category_scores_gemma":[0.0008962807,0.000429162,0.0002735964,0.001881748,0.0005268159,0.00172457,0.002155971,0.001006564,0.4666504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001440647,"about_ca_system_score_gemma":0.001698347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04907456,"about_ca_topic_score_gemma":0.1737079,"domain_scores_codex":[0.9997702,0.00001200323,0.00001053169,0.00006168986,0.00009662622,0.00004893095],"domain_scores_gemma":[0.9996681,0.00002300436,0.00001640387,0.000040892,0.0001633116,0.00008832545],"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":[0.00005966775,0.00002365594,0.0007555011,0.0002052262,0.000003487169,0.0001495227,0.0003507494,0.0001110096,0.0005072354,0.006396372,0.8717417,0.1196958],"study_design_scores_gemma":[0.000002179597,0.000002579816,0.00117982,0.00003513476,8.2423e-7,0.00003287826,0.0001782046,0.00003216423,0.00008945081,0.0002620635,0.9981817,0.000002936875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001414012,0.0003693062,0.0007989075,0.0002746713,0.0003093716,0.00006664298,0.01069468,0.0008670921,0.9852052],"genre_scores_gemma":[0.003391802,0.0002598365,0.0008686594,0.00004630043,0.00001855125,0.00003187856,0.004725194,0.0005904794,0.9900674],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3226149,"threshold_uncertainty_score":0.460171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116906365220948,"score_gpt":0.1836435167619175,"score_spread":0.1719528802398227,"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."}}