{"id":"W4393602424","doi":"10.5281/zenodo.8326095","title":"Datasets: RECCAP2 A Synthesis of Global Coastal Ocean Greenhouse Gas Fluxes","year":2023,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Greenhouse gas; Environmental science; Oceanography; Climatology; Meteorology; Atmospheric sciences; Geography; Geology","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":[0.001196033,0.0026555,0.001480793,0.003318385,0.0008220369,0.002177346,0.00307706,0.002066428,0.0665763],"category_scores_gemma":[0.004798313,0.0008995296,0.002238183,0.008402311,0.000410873,0.00185226,0.002154608,0.002369179,0.07493994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735689,"about_ca_system_score_gemma":0.003347859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04847652,"about_ca_topic_score_gemma":0.04960326,"domain_scores_codex":[0.9989442,0.00017215,0.0001551354,0.0003057092,0.0002644658,0.0001582266],"domain_scores_gemma":[0.997927,0.0004343698,0.0002096358,0.0004670126,0.000781086,0.000180926],"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":[0.00004344981,0.00001269852,0.00057133,0.000554823,0.00006019535,0.00001834353,0.00001364252,0.0007375468,0.0001387309,0.0004969314,0.9958318,0.001520499],"study_design_scores_gemma":[0.0002601893,0.0000108628,0.003925991,0.0003125846,0.00006287303,0.00004081072,0.00006650286,0.0008481917,0.0006540084,0.001926441,0.9918334,0.00005813785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005516243,0.00002341286,0.00006041289,0.00003490087,0.00001652852,0.000006079832,0.9991791,0.0002841899,0.0003402305],"genre_scores_gemma":[0.0002674976,0.00003602663,0.0002829323,0.0000353529,0.00000538319,0.00006113001,0.9988177,0.0001484271,0.0003455873],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0665763,"threshold_uncertainty_score":0.2227199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527942655812548,"score_gpt":0.2223258978353973,"score_spread":0.2070464712772718,"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."}}