{"id":"W7115589873","doi":"10.34943/be89962b-687a-4d19-881b-d251c29f7ea1","title":"Cambridge Bay Ice Profiler Deployed 2023-08-01","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; Sea ice; Ice shelf; Iceberg; Antarctic sea ice; Acoustic Doppler current profiler; Sea ice thickness","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":[0.0007192588,0.001664265,0.0008589558,0.002410041,0.0009357566,0.001540486,0.002451778,0.00106857,0.0223286],"category_scores_gemma":[0.002824957,0.0004103289,0.0004793975,0.004539711,0.0004500613,0.0008349431,0.001248571,0.001218835,0.04330199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00348874,"about_ca_system_score_gemma":0.004642749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4855103,"about_ca_topic_score_gemma":0.635778,"domain_scores_codex":[0.9991604,0.00006339708,0.00005461679,0.0002116419,0.0003319075,0.0001779379],"domain_scores_gemma":[0.9981639,0.000118985,0.0000897815,0.0003181911,0.001095223,0.0002139437],"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":[0.00004039942,0.00001537225,0.001312871,0.00007964171,0.000009187879,0.00002648405,0.00002363328,0.0003525399,0.0001260143,0.000311914,0.995889,0.001812985],"study_design_scores_gemma":[0.0001040531,0.00001214326,0.01191927,0.0001272974,0.00001275571,0.00004580021,0.0001822002,0.001639676,0.0006851038,0.0006596365,0.9845749,0.0000371753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004105551,0.00002532185,0.00008256437,0.00005260949,0.00002236121,0.00001482049,0.9977391,0.0002991466,0.001353542],"genre_scores_gemma":[0.0006429589,0.00001382001,0.0001986503,0.00001950219,0.000003586887,0.00002573216,0.9982576,0.00004253045,0.0007956442],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5144897,"threshold_uncertainty_score":0.9653686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092221765776461,"score_gpt":0.2225714691702858,"score_spread":0.2116492515125211,"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."}}