{"id":"W3199474019","doi":"10.5194/bg-2021-187-rc1","title":"Comment on bg-2021-187","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ice nucleus; Precipitation; Aerosol; Spore; Mineral dust; Population; Environmental science; Atmospheric sciences; Biology; Chemistry; Geography; Botany; Geology; Nucleation; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001787776,0.001159673,0.001178073,0.001815367,0.002237892,0.004819353,0.002501711,0.01767596,0.2465354],"category_scores_gemma":[0.01258698,0.0006448885,0.001444413,0.002004683,0.001698748,0.00204959,0.002069851,0.009287052,0.2112422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00365651,"about_ca_system_score_gemma":0.003120753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02705982,"about_ca_topic_score_gemma":0.01953478,"domain_scores_codex":[0.9981706,0.0001214624,0.0001309434,0.0002090481,0.00104881,0.0003192078],"domain_scores_gemma":[0.9949793,0.0011968,0.0002794072,0.0005309213,0.002409731,0.0006037527],"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":[0.00004429559,0.00001407873,0.00005898488,0.00005447982,0.000002559187,0.00007213303,0.00001056269,0.00001935792,0.0001206835,0.0003727909,0.9953591,0.003870952],"study_design_scores_gemma":[0.00002029014,0.00001186265,0.0006479479,0.00008656372,0.000003010498,0.00001932885,0.00002539961,0.00004756278,0.0001312454,0.0003978263,0.9985979,0.00001110197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0007464423,0.001473065,0.0007876539,0.2155282,0.585041,0.0006010029,0.01437234,0.004220087,0.1772303],"genre_scores_gemma":[0.005209688,0.001681368,0.001021531,0.3230269,0.115663,0.0005473073,0.005845917,0.001586275,0.545418],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2465354,"threshold_uncertainty_score":0.8247431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6569625200133512,"score_gpt":0.5356427003336818,"score_spread":0.1213198196796694,"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."}}