{"id":"W6927835087","doi":"10.34943/7c06071c-0350-4817-a229-7b2afc0127f7","title":"Patricia Bay Echosounder, Bioacoustic Deployed 2025-03-19","year":2025,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006572502,0.001186543,0.0005981797,0.001834384,0.0005920299,0.001261975,0.001737354,0.00102611,0.01283665],"category_scores_gemma":[0.002559502,0.0003308841,0.000498659,0.003365768,0.0003145405,0.0007761613,0.0009827797,0.0008725388,0.0301897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001833991,"about_ca_system_score_gemma":0.002694702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1617978,"about_ca_topic_score_gemma":0.2331703,"domain_scores_codex":[0.9995199,0.0000492219,0.0000439908,0.0001383938,0.0001592558,0.00008921941],"domain_scores_gemma":[0.9990373,0.0001058124,0.00007107275,0.0002142594,0.0004463232,0.0001252531],"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":[0.0001118887,0.00002906854,0.00380701,0.0003274471,0.0000266649,0.00005632134,0.0000384427,0.0006277557,0.0003777147,0.0004323541,0.9900366,0.004128736],"study_design_scores_gemma":[0.0001756519,0.00003326978,0.01720191,0.0001788655,0.00002258319,0.00006347775,0.0001880326,0.001439113,0.0007957392,0.0006839891,0.9791842,0.00003316382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000659594,0.00004030816,0.00007945368,0.00005064617,0.00001675839,0.00001153865,0.9978098,0.0003708978,0.0009609844],"genre_scores_gemma":[0.0006093136,0.00002271855,0.000176426,0.00001783261,0.000002619978,0.00001900429,0.9987152,0.00002624731,0.0004106807],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1617978,"threshold_uncertainty_score":0.321712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007371647553647595,"score_gpt":0.222490717212472,"score_spread":0.2151190696588244,"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."}}