{"id":"W6890310220","doi":"10.34943/f0f2b441-c654-4cd2-8e57-4e95a0479c92","title":"Juan de Fuca Strait Acoustic Receiver Deployed 2021-08-07","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":[0.001289793,0.001494844,0.001338043,0.00008434364,0.001382965,0.0002517132,0.002437429,0.001140103,0.04139692],"category_scores_gemma":[0.0001348023,0.00178182,0.0009458035,0.001425782,0.0003505789,0.0001791647,0.0007770055,0.005197448,0.00006031387],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009784554,"about_ca_system_score_gemma":0.01116062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5930015,"about_ca_topic_score_gemma":0.9047688,"domain_scores_codex":[0.9913599,0.0006491505,0.001020919,0.00175921,0.002359335,0.002851495],"domain_scores_gemma":[0.9949021,0.0005753108,0.0009395469,0.002196285,0.0002058748,0.001180902],"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":[0.00005048328,0.00009943744,0.00004463006,0.000167286,0.001020512,0.0004692673,0.00006072474,0.1091834,0.000003461621,0.000001989181,0.8887666,0.0001322186],"study_design_scores_gemma":[0.0008560359,0.00006966657,0.0002151111,0.0001091733,0.001166817,0.00007095616,0.0007081713,0.006789766,5.555562e-7,0.00001474141,0.988281,0.001717997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001890087,0.001549432,0.00006684263,0.0001857009,0.002740819,0.0008494022,0.9941441,0.0002242146,0.00005050258],"genre_scores_gemma":[0.000865483,0.001679254,0.0001781802,0.003474072,0.002322507,0.00006418711,0.9895697,0.0006291349,0.001217513],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3117673,"threshold_uncertainty_score":0.9999171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007310688292298743,"score_gpt":0.2113411775130669,"score_spread":0.2040304892207682,"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."}}