{"id":"W6968791373","doi":"10.5281/zenodo.4586746","title":"Blue Climate Initiative: Overview","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"","keywords":"Climate change; Climate system; Planet; Global warming; Climate model","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":[0.007118146,0.001582239,0.0005556552,0.005089203,0.001292062,0.006791698,0.002207637,0.003566101,0.03201248],"category_scores_gemma":[0.003947416,0.0006654286,0.0008783998,0.008639843,0.000580535,0.005809595,0.005698526,0.002670396,0.01680047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003632611,"about_ca_system_score_gemma":0.01610764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01248254,"about_ca_topic_score_gemma":0.01259648,"domain_scores_codex":[0.9968844,0.0004955117,0.000163416,0.0002909528,0.001474003,0.0006917441],"domain_scores_gemma":[0.9968718,0.0003548306,0.0002786963,0.0001173921,0.001236472,0.001140865],"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":[0.00009633321,0.0001240046,0.0006412688,0.002896561,0.00003398516,0.00004530531,0.0001054608,0.0007806049,0.0004616494,0.02284379,0.7994764,0.1724947],"study_design_scores_gemma":[0.000007334028,0.00001161162,0.0003511083,0.0004427569,0.000005048778,0.00001893977,0.00003371209,0.00005000049,0.00005899493,0.001100562,0.9979147,0.000005321649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003863563,0.4192806,0.01964345,0.0647986,0.0119182,0.001832697,0.0299475,0.004193808,0.4445215],"genre_scores_gemma":[0.02590307,0.5326513,0.06272803,0.03557043,0.007294862,0.003842438,0.091224,0.003328116,0.2374577],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03201248,"threshold_uncertainty_score":0.1070924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04277041023458769,"score_gpt":0.2473177769930039,"score_spread":0.2045473667584162,"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."}}