{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001005858,0.0005118649,0.0005732742,0.0003833361,0.0001240298,0.0004263554,0.0006782346,0.000442185,0.00591593],"category_scores_gemma":[0.0001209016,0.0003205144,0.0004475009,0.0003212092,0.0001638493,0.00007369922,0.0003155345,0.001483638,0.002054516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005049253,"about_ca_system_score_gemma":0.000560703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003258148,"about_ca_topic_score_gemma":0.00106588,"domain_scores_codex":[0.9971271,0.0003219385,0.0006208365,0.0009227587,0.0005130534,0.0004942839],"domain_scores_gemma":[0.9984609,0.0003432566,0.0001943173,0.0007240342,0.00007006287,0.0002073982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002484594,0.001212139,0.07402918,0.003979864,0.0007258106,0.0003212439,0.002687099,0.0111408,0.0023235,0.0006394892,0.493471,0.4069853],"study_design_scores_gemma":[0.001435725,0.004328762,0.3974025,0.002426643,0.001008997,0.000333085,0.0008020442,0.4822156,0.01069031,0.01841232,0.07533109,0.005612888],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8336316,0.00586545,0.009065788,0.002565381,0.005467629,0.003611248,0.001220271,0.001398531,0.1371741],"genre_scores_gemma":[0.9930503,0.0002668896,0.00296826,0.0001386411,0.0003747639,0.000003957166,0.0007057065,0.00001527901,0.002476235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4710748,"threshold_uncertainty_score":0.9999247,"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."}}