{"id":"W6962972115","doi":"10.1594/pangaea.963683","title":"Quicklook plots for all data from ROV survey ARTofMELT2023/1_23-9 on 2023-06-06, survey 4","year":2023,"lang":"en","type":"dataset","venue":"Publishing Network for Geoscientific and Environmental Data (PANGAEA) (Alfred Wegener Institute for Polar and Marine Research)","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Remotely operated underwater vehicle; Aerial survey; Data collection; Global Positioning System","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006718135,0.001513648,0.0008623954,0.00342073,0.0004579915,0.001560067,0.001466652,0.001154308,0.1099078],"category_scores_gemma":[0.003964486,0.0004670824,0.0008948863,0.005525161,0.0002777533,0.000983492,0.001190286,0.001181456,0.1088144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018779,"about_ca_system_score_gemma":0.001505493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03113485,"about_ca_topic_score_gemma":0.06850382,"domain_scores_codex":[0.9994248,0.00007051567,0.00005365936,0.0001775652,0.000166108,0.00010739],"domain_scores_gemma":[0.9984297,0.0004080445,0.0001757573,0.0003364612,0.0004863064,0.0001636393],"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":[0.00002954278,0.000009966738,0.000600403,0.0002161962,0.00001023724,0.00001009563,0.00001501451,0.000164358,0.00006174733,0.0001821214,0.9973002,0.001400166],"study_design_scores_gemma":[0.000171667,0.00001312839,0.006999688,0.0002000295,0.00001206877,0.00003428204,0.00009515826,0.0003167426,0.00023456,0.0009070358,0.990993,0.00002266101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009706736,0.00002341969,0.00003269954,0.00003086956,0.00001514682,0.000005833719,0.9989785,0.0002910828,0.000525435],"genre_scores_gemma":[0.0004118579,0.00002904197,0.0002212716,0.00002374909,0.000005843161,0.00003434711,0.9982117,0.0001355756,0.0009265672],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8900922,"threshold_uncertainty_score":0.3676783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2469687957393373,"score_gpt":0.361125695908218,"score_spread":0.1141569001688807,"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."}}