{"id":"W6927572807","doi":"10.34943/10e3a2d7-dde2-4a04-9416-f8232b1398a6","title":"Gastown Alley Multibeam Rotary Sonar Deployed 2014-05-24","year":2014,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sonar; Underwater; Transducer; Synthetic aperture sonar; Seabed; Software deployment; Digital elevation model","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":[0.0009448355,0.001589394,0.0009777355,0.002886865,0.0007875575,0.001350972,0.002627829,0.001018177,0.01270849],"category_scores_gemma":[0.002784122,0.000408886,0.000703616,0.004088656,0.0005006405,0.0008400032,0.001289966,0.001308553,0.02657377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002714406,"about_ca_system_score_gemma":0.00402908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.171481,"about_ca_topic_score_gemma":0.3371128,"domain_scores_codex":[0.9992963,0.00007466844,0.00005371482,0.0001784939,0.0002461253,0.0001506928],"domain_scores_gemma":[0.9986545,0.0001352903,0.0001246693,0.0002844581,0.0006230753,0.0001779493],"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":[0.0001411678,0.00004670228,0.006810682,0.0004094197,0.00006572805,0.00008090682,0.00006097401,0.001204171,0.0003906081,0.0007732676,0.9847408,0.005275664],"study_design_scores_gemma":[0.0001377017,0.0000218569,0.01965579,0.0001843585,0.00003271926,0.00008099755,0.0002018689,0.001201553,0.0008635991,0.0008477715,0.976733,0.000038761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009915603,0.00007080848,0.0001514273,0.00006145586,0.00002512265,0.00001588213,0.9971734,0.0003535276,0.001156732],"genre_scores_gemma":[0.001222068,0.0000374835,0.0003833484,0.00001804881,0.000004771972,0.0000278474,0.9974546,0.00003545223,0.0008164287],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.828519,"threshold_uncertainty_score":0.3409656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00431282494898975,"score_gpt":0.1799273092119997,"score_spread":0.17561448426301,"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."}}