{"id":"W6890226737","doi":"10.34943/688cd5fc-d9c3-4879-91ff-299585af16aa","title":"Fraser River Delta Upper Slope Hydrophone Deployed 2023-03-16","year":2023,"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; Underwater; River delta; Sound (geography); Delta; Data logger","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0009553743,0.001986187,0.001793375,0.0001429948,0.00100666,0.0002754464,0.002536411,0.002025057,0.0006958754],"category_scores_gemma":[0.0001360352,0.002097215,0.001234074,0.002951359,0.0006518615,0.0002667278,0.001146275,0.003987346,0.001663958],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005304407,"about_ca_system_score_gemma":0.004580151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9168106,"about_ca_topic_score_gemma":0.9706559,"domain_scores_codex":[0.9901276,0.0003882962,0.001344049,0.002307399,0.002749397,0.003083233],"domain_scores_gemma":[0.9936959,0.0005948426,0.0009199769,0.003094287,0.000370118,0.00132485],"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":[0.00005365715,0.00008465083,0.0001691853,0.0001646935,0.001554543,0.0004854749,0.00002592924,0.01430733,8.542189e-7,9.203784e-7,0.9830602,0.00009252395],"study_design_scores_gemma":[0.001324479,0.00003950559,0.0003051342,0.0002988912,0.0007596634,0.00001499575,0.0002095206,0.006082342,0.000002369944,0.00002128228,0.9887142,0.002227605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003651884,0.001893178,0.00003880291,0.0002322959,0.005399757,0.001022068,0.9903982,0.0005972973,0.00005324851],"genre_scores_gemma":[0.0002974817,0.002746103,0.0001523194,0.005076832,0.003628884,0.00005662647,0.9827374,0.001112948,0.004191427],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05384527,"threshold_uncertainty_score":0.9992881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008325418249807637,"score_gpt":0.2124540438378711,"score_spread":0.2041286255880635,"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."}}