{"id":"W6946798177","doi":"10.34943/16855e32-0709-4d6b-9f6a-332a704c17b4","title":"Patricia Bay Echosounder, Bioacoustic Deployed 2008-02-27","year":2010,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Echo sounding; Bay; Bioacoustics; Software deployment; Acoustic Doppler current profiler; Zooplankton; Backscatter (email); Sonar","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003014652,0.000598771,0.0005498712,0.00005277985,0.000763653,0.0001950865,0.00104494,0.001000391,0.004686802],"category_scores_gemma":[0.00003804822,0.0005748544,0.0003616901,0.0004513649,0.0002675445,0.0001404958,0.00006353874,0.001910565,0.00005082773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008165149,"about_ca_system_score_gemma":0.001365765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8568348,"about_ca_topic_score_gemma":0.9846808,"domain_scores_codex":[0.9970505,0.00009434998,0.0003952912,0.0007515095,0.000704967,0.001003355],"domain_scores_gemma":[0.9978249,0.0005279761,0.0003159933,0.0007012043,0.00007455383,0.0005553617],"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":[0.00001470175,0.00001477901,0.01267333,0.00005333922,0.0001512189,0.00009732667,0.00001194334,0.003447511,1.267762e-8,1.197707e-7,0.9828015,0.0007342192],"study_design_scores_gemma":[0.000340516,0.00004089786,0.002772749,0.00002660958,0.000228977,0.00002351837,0.0001470758,0.005370418,1.553697e-7,0.00001008065,0.9903299,0.0007091603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007065995,0.00142527,0.0001021296,0.0002026012,0.004910538,0.0003445609,0.9921045,0.00007064914,0.0001331088],"genre_scores_gemma":[0.004672683,0.001311056,0.0002791825,0.004240337,0.001447145,4.977755e-7,0.987804,0.00001286371,0.0002322394],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.127846,"threshold_uncertainty_score":0.9996703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056932335135339,"score_gpt":0.1605095231350174,"score_spread":0.149940199783664,"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."}}