{"id":"W4392704285","doi":"10.5194/egusphere-2024-692","title":"Technical note: Ocean Alkalinity Enhancement Pelagic Impact Intercomparison Project (OAEPIIP)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Pelagic zone; Alkalinity; Oceanography; Environmental science; Climatology; Geology; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.04611246,0.001297764,0.0009253769,0.00210722,0.002158145,0.003619416,0.003428141,0.001954643,0.042127],"category_scores_gemma":[0.04287465,0.0004889435,0.001052441,0.002314782,0.001297784,0.00283557,0.009410398,0.002623083,0.01690381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002304508,"about_ca_system_score_gemma":0.0149279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006441953,"about_ca_topic_score_gemma":0.004646464,"domain_scores_codex":[0.9859895,0.004456045,0.001030373,0.001960171,0.005247783,0.001316168],"domain_scores_gemma":[0.9504904,0.006397949,0.002651607,0.007424396,0.02375506,0.009280534],"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":[0.002893045,0.0002884753,0.01232671,0.000891008,0.000213548,0.0007789384,0.001170194,0.002766385,0.009065182,0.01001816,0.8736824,0.08590591],"study_design_scores_gemma":[0.0004658742,0.0005119405,0.01643512,0.0002462547,0.00008807141,0.0001712934,0.0005657693,0.001583771,0.009022367,0.006303245,0.964536,0.00007023085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.06593663,0.002581051,0.1586861,0.1115063,0.05891028,0.0158911,0.3788332,0.01168566,0.1959698],"genre_scores_gemma":[0.2309788,0.002394794,0.1795179,0.0128475,0.008498529,0.01837013,0.387518,0.008942474,0.1509319],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04611246,"threshold_uncertainty_score":0.2438689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03161532291258138,"score_gpt":0.3309566659939895,"score_spread":0.2993413430814081,"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."}}