{"id":"W6946894335","doi":"10.34943/193e0e4b-7802-4d27-b9c2-44132e774f1b","title":"Patricia Bay Echosounder, Bioacoustic Deployed 2019-09-12","year":2019,"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"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001018943,0.001997811,0.001890949,0.0001403673,0.0007567403,0.0003781152,0.002557417,0.002290387,0.0003496462],"category_scores_gemma":[0.0001709521,0.002088241,0.001148229,0.001516027,0.0003734124,0.0002396017,0.0006464929,0.003940976,0.0002209663],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00557689,"about_ca_system_score_gemma":0.007497576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6892686,"about_ca_topic_score_gemma":0.8986942,"domain_scores_codex":[0.9905782,0.0003952741,0.001362513,0.002130782,0.00256559,0.002967635],"domain_scores_gemma":[0.9925995,0.001218018,0.001379046,0.003401086,0.0003582806,0.001044077],"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":[0.00003820235,0.0001130038,0.0003167525,0.0002944567,0.001029205,0.000112548,0.00001972937,0.04214169,9.657401e-7,0.000001619531,0.955867,0.00006483481],"study_design_scores_gemma":[0.001242359,0.00006728964,0.0002060127,0.0002361917,0.001305444,0.00003775815,0.0001692969,0.01877999,4.233553e-7,0.0000132949,0.9757211,0.00222083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008313334,0.004194236,0.0003047033,0.0001394705,0.006223434,0.00145995,0.9872305,0.0003337852,0.0000307196],"genre_scores_gemma":[0.00102905,0.002551239,0.0001758577,0.003874773,0.00301945,0.00002066441,0.9869421,0.0007692609,0.001617666],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2094256,"threshold_uncertainty_score":0.9992765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00990956761264465,"score_gpt":0.2128645064392199,"score_spread":0.2029549388265753,"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."}}