{"id":"W6969165860","doi":"10.5683/sp3/bidmci","title":"Global Salt Experiment","year":2021,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Environment; Queen's University; Université du Québec à Montréal; Toronto Metropolitan University; Ontario Tech University; McGill University; Wilfrid Laurier University","funders":"Vetenskapsrådet","keywords":"Mesocosm; Plankton; Zooplankton; Chlorophyll a; Range (aeronautics); Chlorophyll; Chloride","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001619532,0.0004759531,0.0005324501,0.00007600967,0.0000716755,0.0001476642,0.0007138061,0.0003999858,0.001054284],"category_scores_gemma":[0.0001463582,0.0004811323,0.0002133419,0.0003506527,0.00008502131,0.00005782657,0.0004120374,0.0002055735,0.00156752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008300768,"about_ca_system_score_gemma":0.0004317206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.198437,"about_ca_topic_score_gemma":0.0853188,"domain_scores_codex":[0.997464,0.0001582667,0.0003697996,0.0006838337,0.0008145759,0.0005095025],"domain_scores_gemma":[0.9973428,0.00002330321,0.0002198041,0.002033502,0.0001276048,0.0002530069],"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":[0.00002110786,0.0001736801,0.000003102956,0.00004237021,0.0001337845,0.000524627,0.000008237084,0.00000185797,0.000009996711,0.00006108734,0.9989274,0.0000927747],"study_design_scores_gemma":[0.0002897494,0.00002915642,0.0001481014,0.00008373144,0.0001316738,0.00005129533,0.00003522902,6.922635e-7,0.0001041133,0.00003722531,0.9986159,0.0004731136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001572634,0.001994518,0.000001424653,0.00005199128,0.0003567889,0.0002273656,0.9939411,0.0001460371,0.003279177],"genre_scores_gemma":[6.073231e-7,0.000150231,0.0001285332,0.000351906,0.0006715652,0.0001135454,0.9984593,0.00007050357,0.00005380124],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1131182,"threshold_uncertainty_score":0.9998589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312638406617486,"score_gpt":0.3149490056066022,"score_spread":0.2918226215404274,"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."}}