{"id":"W4367050596","doi":"10.5194/bg-2023-46-ac2","title":"Reply on RC2","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Ocean Frontier Institute; Canada First Research Excellence Fund; National Science Foundation","keywords":"Argo; Environmental science; Biogeochemical cycle; Primary production; Meteorology; TRACER; Climatology; Atmospheric sciences; Geology; Geography; Ecosystem; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002585997,0.001102216,0.001018077,0.001098606,0.003088855,0.005151975,0.003403386,0.02499273,0.1650102],"category_scores_gemma":[0.02087807,0.0006316072,0.001609011,0.0008966723,0.002096483,0.004515911,0.002805715,0.0228813,0.1322142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003241363,"about_ca_system_score_gemma":0.00379285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007395918,"about_ca_topic_score_gemma":0.009696028,"domain_scores_codex":[0.9975857,0.0003986133,0.0002088104,0.000469011,0.0009229347,0.000414942],"domain_scores_gemma":[0.9947345,0.001486741,0.0001960857,0.0004038976,0.002170303,0.001008415],"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":[0.000007107156,0.000002928938,0.00001942967,0.00001202842,0.000001181579,0.00003824983,0.000006194598,0.000004087006,0.00001627487,0.0003398858,0.9976234,0.001929284],"study_design_scores_gemma":[0.000008555856,0.000005282856,0.000120988,0.00004230969,0.000002052105,0.00004480627,0.00003944727,0.00001643117,0.0000451171,0.0004502956,0.9992176,0.000006985991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001877341,0.002149489,0.0002423226,0.6916846,0.2633874,0.00009129156,0.0006998891,0.0004595292,0.0410977],"genre_scores_gemma":[0.001759388,0.001108734,0.0002081595,0.7721769,0.06294622,0.0001392684,0.0002836566,0.0002714557,0.1611063],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1650102,"threshold_uncertainty_score":0.5520142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03620193683685119,"score_gpt":0.2525313197818079,"score_spread":0.2163293829449567,"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."}}