{"id":"W6890229360","doi":"10.34943/f0946da6-d444-4c92-a5ad-e98fe5f4e369","title":"Cambridge Bay Hydrophone Deployed 2021-09-15","year":2022,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrophone; Bay; Underwater; Sound (geography); Data logger; Waveform","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001180953,0.001727211,0.001703572,0.00009962126,0.001478765,0.0002334228,0.002599357,0.001020218,0.01594138],"category_scores_gemma":[0.00008643746,0.002004195,0.001138592,0.00225216,0.0003565384,0.0001725384,0.001348558,0.005132491,0.00005676052],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00730778,"about_ca_system_score_gemma":0.007342588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8683625,"about_ca_topic_score_gemma":0.9321397,"domain_scores_codex":[0.9903055,0.0006165746,0.001256037,0.002102201,0.00306903,0.002650593],"domain_scores_gemma":[0.9939716,0.0004512897,0.001113502,0.003118601,0.0001975098,0.001147451],"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":[0.00004881553,0.0001177162,0.00008164678,0.0001284902,0.00108412,0.0006944611,0.00002344628,0.02112713,0.000001692333,0.000001694069,0.976616,0.00007479242],"study_design_scores_gemma":[0.0009970283,0.00006247923,0.000103537,0.00007246338,0.0006339301,0.00007506444,0.0002435056,0.005273663,0.000001417713,0.000001576531,0.9905592,0.001976134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002463705,0.003965766,0.00001777701,0.0001990251,0.005263926,0.0009596723,0.9890537,0.0002373888,0.00005636012],"genre_scores_gemma":[0.0003883621,0.002026658,0.00006370716,0.003584669,0.002896379,0.00008103991,0.9877377,0.0007475367,0.002473995],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06377717,"threshold_uncertainty_score":0.9998212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005849789714249103,"score_gpt":0.1975327788366621,"score_spread":0.191682989122413,"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."}}