{"id":"W4403300258","doi":"10.1029/2024jc020983","title":"The Variability of the Size Distributions of Submicron Particles in the Oceans","year":2024,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"National Aeronautics and Space Administration","keywords":"Environmental science; Statistical physics; Oceanography; Geology; Atmospheric sciences; Climatology; Physics","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":[0.0001916594,0.0001624959,0.0001731524,0.0007440948,0.0002982128,0.0003935006,0.000169376,0.0002084607,0.0005856103],"category_scores_gemma":[0.0004736951,0.0001693839,0.0001503301,0.0005094096,0.0002446533,0.0003895881,0.000367244,0.0002046107,0.0001860144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003575079,"about_ca_system_score_gemma":0.0001480615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0134568,"about_ca_topic_score_gemma":0.01513998,"domain_scores_codex":[0.9998868,0.000008832862,0.000006539676,0.00004395133,0.0000381054,0.00001570207],"domain_scores_gemma":[0.9996516,0.0000772593,0.0001010349,0.00002101182,0.0001070726,0.00004194343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000184596,0.00002347866,0.9015533,0.00004614934,0.00008447697,0.0001082037,0.0005303605,0.0005030318,0.0767837,0.0001044763,0.0002948297,0.01978334],"study_design_scores_gemma":[9.567525e-7,0.00001138391,0.998646,0.000001383551,0.000003590644,0.00002115633,0.00008895703,0.0002100341,0.0007636613,0.00001778855,0.0002325859,0.000002565051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981849,0.0001331584,0.0003658656,0.00001799891,0.000004950271,0.000003559726,0.0003958568,0.00001306965,0.000880619],"genre_scores_gemma":[0.9990273,0.0000651927,0.0003111344,0.00001459707,0.000005972234,0.00000540276,0.000361172,0.000006226959,0.0002030693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0134568,"threshold_uncertainty_score":0.02675694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02458864890631362,"score_gpt":0.2912548258884323,"score_spread":0.2666661769821187,"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."}}