{"id":"W6927774609","doi":"10.34943/db65ac53-c39b-4fab-b92d-96b971998601","title":"Barkley Canyon Upper Slope Acoustic Transponder Deployed 2021-08-13","year":2021,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"vaccines and immunoinformatics approaches","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canyon; Transponder (aeronautics); Fetch; Software deployment; Buoy; Continental shelf","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":[0.00106393,0.001617225,0.0009944987,0.002314736,0.0009969538,0.001792155,0.002538519,0.001397534,0.03612893],"category_scores_gemma":[0.004912533,0.000452919,0.0005811744,0.004350665,0.00045272,0.001036534,0.001484726,0.001445397,0.06884877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002163046,"about_ca_system_score_gemma":0.004040094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1455628,"about_ca_topic_score_gemma":0.2773064,"domain_scores_codex":[0.9990678,0.0001309535,0.00007230582,0.0002608702,0.0002961924,0.0001718996],"domain_scores_gemma":[0.9980091,0.0003538647,0.0001471143,0.0004146396,0.0008733938,0.0002018515],"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":[0.00005937004,0.00001424419,0.001344823,0.0002933386,0.00001718515,0.00002949486,0.00002550242,0.0004557167,0.0001482794,0.000542191,0.9943902,0.002679585],"study_design_scores_gemma":[0.0001014158,0.00001415064,0.00497062,0.0002287013,0.00001649774,0.00004100091,0.0001396108,0.0006864236,0.0004143019,0.001010859,0.9923524,0.00002406332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002089175,0.00005322598,0.0001162649,0.00005708817,0.0000171469,0.000009159517,0.9980978,0.0003145394,0.001125869],"genre_scores_gemma":[0.0004271063,0.00003767533,0.0003374424,0.0000289349,0.000003090052,0.000035261,0.9981993,0.00005381995,0.0008773725],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1455628,"threshold_uncertainty_score":0.289431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005161157209675266,"score_gpt":0.1892223373274835,"score_spread":0.1840611801178082,"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."}}