{"id":"W4404672799","doi":"10.5194/egusphere-2024-1960-ac1","title":"Reply on RC2","year":2024,"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":"Simon Fraser University","funders":"","keywords":"Citizen journalism; Science communication; Population; Scarcity; Citizen science; Data science; Sociology; Geography; Earth science; Public relations; Political science; Computer science; Science education; World Wide Web; Geology; Physics; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009021743,0.0001155595,0.0001977237,0.00007543009,0.0002023743,0.0000983178,0.0004102701,0.0001623558,0.05790131],"category_scores_gemma":[0.0002560039,0.00009677141,0.0001448469,0.0002244415,0.00008389469,0.00002891183,0.00008486395,0.0003561814,0.01189652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001727852,"about_ca_system_score_gemma":0.0001275561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004469819,"about_ca_topic_score_gemma":0.01723962,"domain_scores_codex":[0.9988275,0.0001987708,0.0001842323,0.0002297529,0.0004079463,0.0001517732],"domain_scores_gemma":[0.9990696,0.0001275165,0.0000601728,0.000562215,0.0001085372,0.0000719544],"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":[5.346174e-7,0.00001022263,2.791942e-7,0.0003518995,0.000004598122,6.07378e-7,0.001097444,6.599817e-9,1.364389e-7,0.005814584,0.9605587,0.03216103],"study_design_scores_gemma":[0.00001391802,0.00001080737,0.000003350352,0.002351273,0.00003127753,2.231583e-7,0.0004009679,9.174174e-7,1.013025e-7,0.000508903,0.9965577,0.0001206216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[5.579264e-7,0.01229763,6.332398e-7,0.4431636,0.002111076,0.0001734221,0.00005016066,0.0001562636,0.5420467],"genre_scores_gemma":[0.00000927192,0.2599591,0.00001845956,0.05352019,0.0007230154,0.00003191835,0.0005847888,0.00001281318,0.6851404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3896434,"threshold_uncertainty_score":0.9888728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6595306117929843,"score_gpt":0.5486609303749951,"score_spread":0.1108696814179893,"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."}}