{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001430387,0.001746021,0.001559398,0.00009488722,0.001544044,0.0002475803,0.002771465,0.001095542,0.01064256],"category_scores_gemma":[0.0001047203,0.001973326,0.001041222,0.001709531,0.0003260924,0.000231306,0.00139043,0.005745404,0.00003216789],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00710338,"about_ca_system_score_gemma":0.008396223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7447383,"about_ca_topic_score_gemma":0.9136159,"domain_scores_codex":[0.9898077,0.0007067859,0.00124207,0.002186406,0.003289067,0.002768016],"domain_scores_gemma":[0.9940113,0.0004839634,0.001198383,0.003001825,0.0002385898,0.001065931],"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":[0.00005747565,0.0001223667,0.0001900121,0.0002327489,0.001088103,0.0003698679,0.00002693269,0.005628781,0.000001190783,0.00000828772,0.9922085,0.00006570428],"study_design_scores_gemma":[0.0009411863,0.00006019139,0.0002555651,0.00007998107,0.0007111548,0.00006635758,0.0002815371,0.002717786,0.000001231376,0.000001421651,0.9928715,0.002012051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008814139,0.002451218,0.00001821994,0.0002119395,0.004787599,0.001581037,0.9903655,0.0003863038,0.000110031],"genre_scores_gemma":[0.0001061319,0.001037144,0.00007753813,0.005106039,0.002512998,0.0001835057,0.9859587,0.0007928323,0.004225104],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1688776,"threshold_uncertainty_score":0.9997558,"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."}}