{"id":"W4386881406","doi":"10.5194/sp-2023-3-ac2","title":"Reply on RC1","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perception; Public relations; Field (mathematics); Scale (ratio); Public engagement; Sociology; Class (philosophy); Test (biology); Psychology; Political science; Social psychology; Epistemology; Geography; Ecology","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":[0.005372925,0.0009322203,0.001327582,0.001369875,0.005291496,0.005630227,0.004055965,0.04245908,0.1012447],"category_scores_gemma":[0.05651492,0.0007748643,0.001586806,0.001500951,0.003102974,0.005116593,0.003136738,0.03052925,0.09777196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006826547,"about_ca_system_score_gemma":0.00895102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02086397,"about_ca_topic_score_gemma":0.02694805,"domain_scores_codex":[0.994117,0.0009891863,0.0006322412,0.0008921648,0.002533491,0.0008358774],"domain_scores_gemma":[0.9802412,0.006623515,0.0007327708,0.00106621,0.009067858,0.002268498],"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":[0.000008486786,0.000003762915,0.00005003822,0.00002303636,0.000002088602,0.00005877524,0.0000285787,0.000004672522,0.00003107539,0.0004527907,0.9974568,0.001879889],"study_design_scores_gemma":[0.00000922483,0.000008168477,0.0003542692,0.00007734891,0.000004219594,0.00007432693,0.0001549098,0.00002206103,0.00008011283,0.0005617135,0.9986363,0.00001729746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000202991,0.001085575,0.0001463737,0.9087154,0.07134365,0.00009698218,0.0003204338,0.0001886973,0.01789979],"genre_scores_gemma":[0.001665314,0.0005255608,0.0001633671,0.9157796,0.01740945,0.0001416169,0.0001059241,0.0001203115,0.06408886],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1012447,"threshold_uncertainty_score":0.3386972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04490407398019017,"score_gpt":0.2905778850236166,"score_spread":0.2456738110434265,"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."}}