{"id":"W6946663294","doi":"10.34943/066a42d3-2d7d-42d5-a326-88ce960548ba","title":"Patricia Bay Echosounder, Bioacoustic Deployed 2017-06-22","year":2017,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Echo sounding; Bay; Bioacoustics; Software deployment; Backscatter (email); Transducer; Pacific ocean","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"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001209607,0.001990512,0.001862593,0.0001197978,0.002450328,0.000797432,0.004114415,0.002253759,0.0002236691],"category_scores_gemma":[0.0004056575,0.002094786,0.001159885,0.0007352168,0.0007308784,0.0003125426,0.0008445432,0.003979934,0.0001569594],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004840578,"about_ca_system_score_gemma":0.008085644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7139599,"about_ca_topic_score_gemma":0.9309927,"domain_scores_codex":[0.9909267,0.0003405957,0.001223556,0.002118565,0.002462368,0.00292818],"domain_scores_gemma":[0.9902258,0.0008361925,0.002165141,0.005050882,0.0004514731,0.00127052],"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":[0.00002584405,0.0001066387,0.0002907558,0.0002457828,0.001059191,0.0003820655,0.00001786483,0.006780257,5.950633e-7,0.00000152159,0.9910268,0.00006274218],"study_design_scores_gemma":[0.001116296,0.00004364615,0.0003201158,0.0002805575,0.001433092,0.00006341843,0.0001298299,0.008210949,2.752308e-7,0.00003032408,0.9861815,0.002189978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007004284,0.004198007,0.0002085831,0.0001616071,0.004442359,0.001072716,0.9894309,0.0003630143,0.00005274115],"genre_scores_gemma":[0.001875785,0.002867808,0.0001915278,0.002535451,0.004131583,0.00003224071,0.9862694,0.0006415104,0.001454689],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2170328,"threshold_uncertainty_score":0.9992838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132814541712201,"score_gpt":0.2449429895988935,"score_spread":0.2316615354276734,"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."}}