{"id":"W6927943666","doi":"10.34943/ea21433a-ec1a-41f8-86ef-218c59075f5c","title":"Juan de Fuca Strait Acoustic Receiver Deployed 2020-10-29","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":"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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001210804,0.001497121,0.001328174,0.00006683651,0.001329421,0.0002490364,0.002506518,0.001122707,0.03617296],"category_scores_gemma":[0.0001471159,0.001778583,0.0009193419,0.001595482,0.0003510015,0.0001751389,0.0005856004,0.00474249,0.00002535723],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009501308,"about_ca_system_score_gemma":0.0108911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5922955,"about_ca_topic_score_gemma":0.9195236,"domain_scores_codex":[0.9915062,0.0006326313,0.001023542,0.001757013,0.002328251,0.002752397],"domain_scores_gemma":[0.99494,0.0005726834,0.0009528099,0.002130216,0.0002147254,0.001189508],"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":[0.00006723692,0.00009921524,0.00002823609,0.0001902391,0.0009917878,0.000517766,0.00005212882,0.1018394,0.000003958996,0.000001088034,0.8961052,0.0001037382],"study_design_scores_gemma":[0.0008690426,0.00008055694,0.0001881241,0.00009742862,0.001149734,0.00009002305,0.0005684293,0.006770178,6.607889e-7,0.00001123798,0.9884681,0.001706514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001546634,0.00148959,0.00003830212,0.0001953215,0.002217844,0.0008346406,0.9946794,0.0003308852,0.00005936066],"genre_scores_gemma":[0.0006807455,0.001355512,0.0001491504,0.003735292,0.002202283,0.0000646477,0.9886947,0.000647957,0.002469663],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3272281,"threshold_uncertainty_score":0.9999707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006575919251865733,"score_gpt":0.2101197985226586,"score_spread":0.2035438792707929,"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."}}