{"id":"W6946111493","doi":"10.25921/fm0n-5t39","title":"Surface Ocean CO2 Atlas (SOCAT) version 2, 1968-11-16 to 2011-12-31 (NCEI Accession 0157631)","year":2017,"lang":"en","type":"dataset","venue":"National Oceanic and Atmospheric Administration (NOAA) National Centers for Environmental Information (NCEI)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Atlas (anatomy); Biogeochemistry; Sea surface temperature; Ocean observations; Surface water; Ocean surface topography; Atmosphere (unit); Ocean 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":[0.0007012779,0.001440413,0.0009845645,0.002756553,0.0005624963,0.001647993,0.002323997,0.0009057999,0.03492519],"category_scores_gemma":[0.002808921,0.0004843336,0.0006596549,0.009041036,0.0003335197,0.001378033,0.001428937,0.001574225,0.05129414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456846,"about_ca_system_score_gemma":0.003466527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04878536,"about_ca_topic_score_gemma":0.0619962,"domain_scores_codex":[0.9994276,0.00006509292,0.00007743597,0.0001658004,0.00016301,0.0001011654],"domain_scores_gemma":[0.9989284,0.0001534547,0.0001632997,0.0002140579,0.0004162371,0.0001246938],"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":[0.00003188589,0.00001061069,0.001255915,0.000319181,0.00002640521,0.00002136127,0.00001980614,0.0003507356,0.00008402175,0.0008471131,0.9954223,0.001610612],"study_design_scores_gemma":[0.00009452872,0.000005237263,0.005222139,0.0001144687,0.00001608406,0.00003033434,0.00006521576,0.0003779339,0.0002787438,0.001054741,0.992722,0.00001860325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008265091,0.0000186387,0.00004378815,0.00002550297,0.00001029706,0.000003649968,0.9992697,0.00008739738,0.0004583852],"genre_scores_gemma":[0.000287446,0.00002865369,0.0001323338,0.00001236355,0.000003186863,0.00002725995,0.9991314,0.00004034191,0.0003370425],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04878536,"threshold_uncertainty_score":0.1168364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900566873079433,"score_gpt":0.2757917185533427,"score_spread":0.2567860498225483,"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."}}