{"id":"W4318677473","doi":"10.5194/essd-2022-289-ac2","title":"Reply on RC2","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Thematic Mapper; Moderate-resolution imaging spectroradiometer; Remote sensing; Environmental science; Land cover; Pixel; Thermal infrared; Image resolution; Physical geography; Geology; Geography; Infrared; Land use; Satellite imagery; Satellite; Computer science; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001745714,0.0008432934,0.000862879,0.001185843,0.002106227,0.003970802,0.002538231,0.01198393,0.411245],"category_scores_gemma":[0.02323293,0.0004327353,0.001121498,0.0007748027,0.001361677,0.00291572,0.002557398,0.01039841,0.3119386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002199852,"about_ca_system_score_gemma":0.002096695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004315258,"about_ca_topic_score_gemma":0.004992511,"domain_scores_codex":[0.9981136,0.0003208293,0.0001909619,0.0003439841,0.0007333854,0.0002971323],"domain_scores_gemma":[0.9941779,0.001348953,0.0002001831,0.0004833114,0.00286647,0.0009230844],"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":[0.000008382813,0.000003026479,0.00002256921,0.00001498974,9.493768e-7,0.00004074665,0.000005906827,0.000003649033,0.00001781523,0.0002268469,0.9968201,0.00283505],"study_design_scores_gemma":[0.000006458381,0.000004762176,0.00009577427,0.00004069979,0.000001263089,0.00004237609,0.00003249038,0.0000137966,0.00004454987,0.0002428272,0.9994705,0.000004386995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003393988,0.001891456,0.0005988908,0.4497023,0.4015708,0.0003112491,0.002029659,0.001398525,0.1421578],"genre_scores_gemma":[0.003522723,0.001461903,0.0003935183,0.3527948,0.09373447,0.0003223377,0.0009325732,0.0007506876,0.546087],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.588755,"threshold_uncertainty_score":0.8397875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03141343180432924,"score_gpt":0.2816666761957521,"score_spread":0.2502532443914229,"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."}}