{"id":"W3198344597","doi":"10.5194/bg-2021-55-ac4","title":"Reply on AC2","year":2021,"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":"Bedford Institute of Oceanography","funders":"Canadian Space Agency; Goddard Space Flight Center; Fisheries and Oceans Canada; National Aeronautics and Space Administration","keywords":"Span (engineering); Phytoplankton; Environmental science; Meteorology; Atmospheric sciences; Geology; Physics; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002305578,0.000868623,0.0008645999,0.001060926,0.002732697,0.00488862,0.002512284,0.01791464,0.2403758],"category_scores_gemma":[0.01715874,0.0005418843,0.001165656,0.0009233056,0.001659452,0.003231838,0.002803823,0.01555569,0.1562177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002784515,"about_ca_system_score_gemma":0.002838469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005860091,"about_ca_topic_score_gemma":0.008311072,"domain_scores_codex":[0.998109,0.0003261699,0.00019041,0.000351692,0.0006936208,0.0003291393],"domain_scores_gemma":[0.995357,0.001408166,0.0001860987,0.0004057624,0.001773878,0.0008691245],"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":[0.00001437418,0.000003948416,0.00003241357,0.000015282,0.00000137536,0.00003885935,0.000007624123,0.000003967409,0.00002276127,0.0004306977,0.9968291,0.002599546],"study_design_scores_gemma":[0.00001183633,0.000004946866,0.0001446551,0.00003616311,0.000001781916,0.00002462268,0.00003386093,0.00001555183,0.00004067495,0.0004826717,0.9991979,0.000005393298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002473525,0.001664123,0.0002845856,0.5689233,0.3643581,0.0001322731,0.001088865,0.0005065566,0.06279482],"genre_scores_gemma":[0.002787395,0.001027702,0.0002944348,0.6110324,0.09955361,0.000233026,0.0004694321,0.0003175678,0.2842844],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2403758,"threshold_uncertainty_score":0.8041372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739193728680287,"score_gpt":0.2425457313719515,"score_spread":0.2151537940851486,"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."}}