{"id":"W6946196392","doi":"10.34943/ee60f6f0-f176-48d8-afc7-cead2cc9df98","title":"Patricia Bay Echosounder, Bioacoustic Deployed 2011-05-12","year":2011,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001006267,0.002024387,0.001721251,0.0001432562,0.000964385,0.0002491469,0.002624247,0.002265709,0.001082057],"category_scores_gemma":[0.0001266078,0.002108372,0.001098962,0.0009719465,0.0005358414,0.0002360232,0.0006324205,0.003739479,0.0001662021],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004105501,"about_ca_system_score_gemma":0.006015629,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8485749,"about_ca_topic_score_gemma":0.956441,"domain_scores_codex":[0.9911016,0.0004019535,0.001395933,0.002044467,0.002072491,0.002983519],"domain_scores_gemma":[0.9930862,0.0007358374,0.00139288,0.003084926,0.0003752491,0.00132491],"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":[0.00004590191,0.0001648218,0.0002248305,0.0002320101,0.001120775,0.0002598931,0.0000449824,0.00288666,5.373186e-7,0.00000333859,0.9949448,0.00007147943],"study_design_scores_gemma":[0.001010627,0.00007735442,0.000212692,0.000158713,0.001542644,0.00006090248,0.0001990059,0.003650663,7.430598e-7,0.00004241226,0.9908038,0.002240449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005392464,0.003742404,0.0003534646,0.00007349933,0.005135844,0.001084602,0.9890407,0.0004648902,0.00005069514],"genre_scores_gemma":[0.001128274,0.002860955,0.0003179619,0.003998952,0.002847509,0.00003350387,0.9872519,0.000769943,0.0007909446],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1078661,"threshold_uncertainty_score":0.9998311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268568007566928,"score_gpt":0.2006171048973591,"score_spread":0.1879314248216898,"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."}}