{"id":"W6946798177","doi":"10.34943/16855e32-0709-4d6b-9f6a-332a704c17b4","title":"Patricia Bay Echosounder, Bioacoustic Deployed 2008-02-27","year":2010,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006319342,0.001162353,0.0005886907,0.002429499,0.0005257376,0.0009135076,0.001544659,0.0006574807,0.006844695],"category_scores_gemma":[0.002076651,0.0003611475,0.0003684431,0.003884824,0.0002718245,0.0006082817,0.0008174147,0.0008785801,0.01460986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002343019,"about_ca_system_score_gemma":0.002944897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3233226,"about_ca_topic_score_gemma":0.456758,"domain_scores_codex":[0.9995691,0.00003591786,0.00003542338,0.000112596,0.0001657825,0.00008122827],"domain_scores_gemma":[0.9987941,0.00008051231,0.0001077206,0.0002328728,0.0006524756,0.0001322596],"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":[0.0001104212,0.00003951349,0.007697065,0.0002671645,0.00003359048,0.00006212031,0.00007134153,0.0007723539,0.0004154895,0.0003448509,0.9849416,0.005244446],"study_design_scores_gemma":[0.0001879276,0.0000348452,0.06781496,0.0001840427,0.00002889581,0.00007405671,0.0003157303,0.002170387,0.001152117,0.0004457379,0.9275481,0.0000433079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001608383,0.00002537955,0.00008572469,0.00003562315,0.00001344148,0.00001858542,0.9968054,0.0003001305,0.001107311],"genre_scores_gemma":[0.001292963,0.00002122053,0.0002880086,0.0000122403,0.000002983654,0.00004042653,0.9976423,0.00002799872,0.0006717206],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6766773,"threshold_uncertainty_score":0.6428814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056932335135339,"score_gpt":0.1605095231350174,"score_spread":0.149940199783664,"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."}}