{"id":"W6927852194","doi":"10.34943/6188f02e-f949-401b-94b0-6e139569b86f","title":"Patricia Bay Echosounder, Bioacoustic Deployed 2016-10-06","year":2016,"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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001023433,0.001948178,0.00165231,0.0001344502,0.0009596375,0.0003027186,0.002420435,0.002095842,0.001053496],"category_scores_gemma":[0.0002607912,0.001700005,0.001074435,0.001404968,0.0005589093,0.0002431585,0.0006032775,0.002324918,0.0002297347],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006172719,"about_ca_system_score_gemma":0.008720282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4979147,"about_ca_topic_score_gemma":0.813816,"domain_scores_codex":[0.9908224,0.00040844,0.00137094,0.002049488,0.002318406,0.003030328],"domain_scores_gemma":[0.9925029,0.001401331,0.001356595,0.003001182,0.0004815532,0.00125643],"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":[0.00003695909,0.00009352363,0.00008494892,0.0001771187,0.0009664278,0.0001495603,0.00001107995,0.001947734,0.000001554272,0.000001996477,0.9963942,0.0001349061],"study_design_scores_gemma":[0.001299626,0.00005109121,0.00005495363,0.00042945,0.001022438,0.00003168417,0.00008851007,0.002178627,7.138549e-7,0.00003589303,0.9926862,0.002120852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002582672,0.003935739,0.0005211241,0.0002460707,0.002919972,0.0009679038,0.9908944,0.0004473989,0.00004152166],"genre_scores_gemma":[0.000471418,0.003092691,0.0001277626,0.003108907,0.004468637,0.0000348806,0.9833447,0.0007225597,0.004628434],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3159013,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007207015153342137,"score_gpt":0.2066449349910888,"score_spread":0.1994379198377467,"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."}}