{"id":"W6928018299","doi":"10.34943/5cec971c-f144-4026-8a71-0f99baf99506","title":"Cambridge Bay Ice Profiler Deployed 2022-09-12","year":2022,"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":[0.000780694,0.001898478,0.0009356973,0.002592394,0.0009876108,0.001687787,0.002698949,0.001154309,0.02395996],"category_scores_gemma":[0.002963327,0.000453988,0.0004941744,0.004584282,0.0004632845,0.0009151088,0.001357862,0.001250673,0.04586984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003495243,"about_ca_system_score_gemma":0.004699242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.456651,"about_ca_topic_score_gemma":0.6232728,"domain_scores_codex":[0.9990508,0.00007277181,0.00005932086,0.0002494255,0.0003725972,0.0001949974],"domain_scores_gemma":[0.9981052,0.0001172522,0.00009360032,0.0003444939,0.001105001,0.0002344376],"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":[0.00003792916,0.00001682174,0.001235418,0.00008039589,0.000009672244,0.00002642766,0.00002180046,0.0003580276,0.0001148515,0.0003134455,0.9961074,0.001677781],"study_design_scores_gemma":[0.000113939,0.00001396768,0.01127401,0.0001296856,0.00001315548,0.00004574728,0.0001828769,0.001646307,0.0006188167,0.0006510081,0.9852705,0.00003989791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003931826,0.00002658427,0.00008146944,0.00005503494,0.00002425833,0.0000158763,0.9977192,0.0003189919,0.00136527],"genre_scores_gemma":[0.0005834748,0.00001300497,0.0001826234,0.00001888208,0.000003818458,0.00002595737,0.9983425,0.00003992168,0.000789918],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.456651,"threshold_uncertainty_score":0.9079859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00812013323626125,"score_gpt":0.2069105933201876,"score_spread":0.1987904600839263,"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."}}