{"id":"W6958876154","doi":"10.71842/69dp-wd09","title":"CWS-Ontario Hudson's Bay coast 2021","year":2023,"lang":"en","type":"dataset","venue":"BirdsCanada_Repo","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bay; Shore; Fishing; Feature (linguistics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001066779,0.001392022,0.001537202,0.001039047,0.0004538838,0.0003943711,0.001907934,0.001091586,0.007657991],"category_scores_gemma":[0.0006114534,0.001451222,0.0005310175,0.00162766,0.0002265659,0.0001985755,0.0009640995,0.00198428,0.126165],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004263549,"about_ca_system_score_gemma":0.009238022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9431105,"about_ca_topic_score_gemma":0.998741,"domain_scores_codex":[0.9916531,0.000313342,0.001200338,0.001961626,0.003022749,0.001848786],"domain_scores_gemma":[0.9936425,0.0002757766,0.0009697725,0.003768629,0.0003656461,0.0009776704],"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":[0.00004991523,0.00009903991,0.0001827385,0.0001468239,0.0004538439,0.005128091,0.00002555966,0.00002097973,0.00003356141,0.00001045109,0.9936512,0.000197773],"study_design_scores_gemma":[0.0006052839,0.00007597249,0.001502887,0.0002468125,0.0004203038,0.000330377,0.00006948328,0.000005867209,0.00001993751,0.00003385357,0.995151,0.001538185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001143247,0.0002544539,0.000001181932,0.0001939325,0.004919563,0.0008314333,0.9914145,0.0004695819,0.001801049],"genre_scores_gemma":[0.0000270276,0.0001079092,0.00007545751,0.0002843313,0.001261468,0.0002394683,0.9653548,0.000634225,0.03201533],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.118507,"threshold_uncertainty_score":0.999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01966395935651446,"score_gpt":0.2495737792281108,"score_spread":0.2299098198715963,"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."}}