{"id":"W6927566453","doi":"10.34943/894bd50a-4cc9-48f3-a05b-04f46af612d1","title":"Cambridge Bay Acoustic Receiver Deployed 2022-09-12","year":2023,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Software deployment; Digital data; Data quality","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":[0.0008531522,0.001869232,0.001076107,0.00236487,0.001070084,0.0016987,0.002750401,0.00138056,0.03459859],"category_scores_gemma":[0.00413576,0.0005226331,0.0006093215,0.006313093,0.000474849,0.001101434,0.001511554,0.001345593,0.06499772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003281747,"about_ca_system_score_gemma":0.005859339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5080774,"about_ca_topic_score_gemma":0.622037,"domain_scores_codex":[0.9988561,0.0001099731,0.00007581608,0.0003025381,0.0004469109,0.0002086819],"domain_scores_gemma":[0.9974252,0.0001865743,0.0001158418,0.0004449342,0.001633779,0.0001936395],"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":[0.00003745136,0.000009572486,0.001139021,0.0001187337,0.00001259427,0.00002057191,0.00001863746,0.0003930992,0.00009708105,0.000325512,0.9956914,0.002136401],"study_design_scores_gemma":[0.00007922053,0.000009477319,0.007572718,0.0001485318,0.00001502817,0.00003203825,0.0001499617,0.0008814916,0.0003954399,0.0006509407,0.9900283,0.00003679606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002341991,0.0000353242,0.00012611,0.00005271232,0.00002476167,0.00001125778,0.9978623,0.0002934578,0.001359892],"genre_scores_gemma":[0.0005879626,0.00002648772,0.0002900781,0.00002661488,0.000005082374,0.00003712985,0.9976972,0.00006889084,0.001260569],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5080774,"threshold_uncertainty_score":0.9896393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009779377278152975,"score_gpt":0.2142739200978588,"score_spread":0.2044945428197058,"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."}}