{"id":"W6890357157","doi":"10.34943/cc61cd75-5acf-4f02-904c-7ccd0ca9d951","title":"Juan de Fuca Strait Acoustic Receiver Deployed 2019-05-09","year":2020,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Underwater; Pacific ocean; Digital data","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"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0006634514,0.001569695,0.001457828,0.00005579493,0.0006860996,0.0002869382,0.002185477,0.00157562,0.0003586195],"category_scores_gemma":[0.0001643114,0.00176726,0.0008711914,0.00125011,0.0003767228,0.0001944498,0.0004613918,0.004208669,0.0001119012],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00490026,"about_ca_system_score_gemma":0.009912373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.57214,"about_ca_topic_score_gemma":0.8858978,"domain_scores_codex":[0.9924868,0.0004054697,0.001018012,0.001716397,0.00179736,0.002575899],"domain_scores_gemma":[0.9949936,0.0004492097,0.0009051836,0.001695514,0.0002510137,0.001705498],"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":[0.00005981454,0.00006241306,0.00002837427,0.0002496044,0.001047962,0.0004433522,0.00006328082,0.04960351,0.000008299383,0.000001725071,0.9482853,0.0001463152],"study_design_scores_gemma":[0.0008738249,0.00007600673,0.0002704787,0.0002320417,0.001223305,0.00005936754,0.0002451785,0.01537515,0.000001651413,0.00001320272,0.9799407,0.001689094],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007706398,0.0009991101,0.0001799563,0.0004656532,0.002101983,0.0008418256,0.9949169,0.0003950093,0.00002252677],"genre_scores_gemma":[0.001124064,0.00146395,0.0003805869,0.007159092,0.003490851,0.00001952596,0.9852074,0.0006276871,0.000526797],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3137577,"threshold_uncertainty_score":0.9997206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008146912636606392,"score_gpt":0.2098589854813085,"score_spread":0.2017120728447022,"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."}}