{"id":"W6946606467","doi":"10.34943/2fd095e7-6ba8-4dda-bad1-224dbf580d60","title":"Juan de Fuca Strait Acoustic Receiver Deployed 2022-09-21","year":2023,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Research Data Management Practices","field":"Computer Science","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","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.002015054,0.0006245721,0.0005460477,0.00009870244,0.0006052617,0.002635193,0.007543582,0.0004577851,0.00003317762],"category_scores_gemma":[0.000386371,0.0006612947,0.0002859625,0.001625865,0.0001503585,0.0043766,0.002720551,0.002215367,0.00002324251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373424,"about_ca_system_score_gemma":0.003792195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4520626,"about_ca_topic_score_gemma":0.7321682,"domain_scores_codex":[0.9937468,0.000422703,0.000556789,0.001499211,0.001980677,0.001793822],"domain_scores_gemma":[0.9946853,0.001035041,0.0004877062,0.002983775,0.0001582965,0.0006498666],"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":[0.000005632256,0.00003514392,0.00001240005,0.0001950591,0.0004054683,0.0004654735,0.00001629146,0.00990826,6.597945e-7,0.0001233107,0.9879201,0.0009122221],"study_design_scores_gemma":[0.0002477993,0.00004179263,0.0002891905,0.00009826688,0.0001162759,0.00001095891,0.0001079634,0.05305093,4.519134e-7,0.00004305944,0.9453748,0.0006185348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001379093,0.0005046395,0.04017919,0.002868721,0.002624215,0.0007116562,0.9526859,0.0003430988,0.00006879714],"genre_scores_gemma":[0.00007785732,0.01598065,0.002146999,0.00313269,0.001156061,0.00003771152,0.9725831,0.000102588,0.004782377],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2801056,"threshold_uncertainty_score":0.9995838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02746988680207132,"score_gpt":0.2796224635163919,"score_spread":0.2521525767143206,"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."}}