{"id":"W6940371183","doi":"10.1021/es0615268.s001","title":"Factors Affecting the Efficiency of\\nCarbon Monoxide Photoproduction\\nin the St. Lawrence Estuarine\\nSystem (Canada)","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colored dissolved organic matter; Dissolved organic carbon; Carbon monoxide; Salinity; Photobleaching; Quantum yield; Seawater; Absorption (acoustics); Atmosphere (unit)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001842328,0.0002321694,0.0001659831,0.000214684,0.0008550847,0.0008029504,0.000325708,0.0002089843,0.0005662515],"category_scores_gemma":[0.0003524979,0.0002366325,0.0001488975,0.0003287557,0.0003418339,0.000223756,0.0003448249,0.0002424087,0.000157523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005134045,"about_ca_system_score_gemma":0.002682318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7862865,"about_ca_topic_score_gemma":0.9364046,"domain_scores_codex":[0.9996986,0.00001533854,0.00001665281,0.00009353739,0.0001021882,0.00007373972],"domain_scores_gemma":[0.9996341,0.00002994135,0.00006304143,0.00001387438,0.0002124654,0.00004651985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003066972,0.00004201778,0.3907186,0.0001011712,0.00007056075,0.00009411514,0.000773812,0.0004704859,0.5983813,0.000204153,0.0003261358,0.008510874],"study_design_scores_gemma":[0.000003433303,0.00003816288,0.9657683,0.00000455337,0.00001399412,0.00003319739,0.0003782516,0.0003314169,0.03202762,0.00001069416,0.001381728,0.00000861855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980578,0.0001562177,0.0001553825,0.00003531434,0.000002284492,0.000006410266,0.0002600436,0.000008426578,0.001318021],"genre_scores_gemma":[0.9965036,0.000214648,0.0004543535,0.00005076814,0.00000117123,0.000009333608,0.0007469361,0.000009091435,0.002010098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2137135,"threshold_uncertainty_score":0.4299442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535552574505573,"score_gpt":0.1874158583011409,"score_spread":0.1620603325560852,"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."}}