{"id":"W6927879806","doi":"10.34943/c6aaa7ad-9f16-4731-9578-742c7da31f62","title":"Fraser River Delta Upper Slope Echosounder, Bioacoustic Deployed 2022-03-11","year":2022,"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; Delta; River delta; Bioacoustics; Transducer; Backscatter (email); Software deployment","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001120025,0.002095554,0.001714443,0.0001642497,0.002030066,0.0003425556,0.003212873,0.001526169,0.02437654],"category_scores_gemma":[0.0001377934,0.002337624,0.001275929,0.002444044,0.0007451101,0.0003008687,0.001657776,0.005065434,0.0000514144],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007802481,"about_ca_system_score_gemma":0.007076911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7855248,"about_ca_topic_score_gemma":0.9357027,"domain_scores_codex":[0.9889397,0.0006399351,0.001365467,0.002545952,0.003469991,0.003038981],"domain_scores_gemma":[0.9932599,0.0007208139,0.001100342,0.00334961,0.0003339758,0.00123537],"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":[0.00005185688,0.0001768289,0.0006636584,0.0001894281,0.001319592,0.0004298259,0.00005786485,0.03325981,7.045984e-7,0.000004893969,0.9637898,0.00005569279],"study_design_scores_gemma":[0.00141626,0.00005374245,0.0002088538,0.0001053482,0.001382011,0.00003719849,0.0007058017,0.007459665,5.954518e-7,0.00002735746,0.9861241,0.002479087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004961177,0.003531775,0.0001243813,0.0001831117,0.005101408,0.001277144,0.9888383,0.0004225923,0.0000251447],"genre_scores_gemma":[0.0007638719,0.002064852,0.000238767,0.008081506,0.001833614,0.0001025284,0.9848404,0.0009242263,0.001150217],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1501779,"threshold_uncertainty_score":0.99977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007950835416666927,"score_gpt":0.2091456254167782,"score_spread":0.2011947900001113,"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."}}