{"id":"W7097509705","doi":"","title":"NARSTO News Feature: Models-3","year":2010,"lang":"en","type":"article","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feature (linguistics); Key (lock); Work (physics); Focus (optics); Simple (philosophy)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001144196,0.001558895,0.001006257,0.001322895,0.0007285897,0.004213373,0.003114572,0.002002908,0.3329071],"category_scores_gemma":[0.004616574,0.001054831,0.0009598237,0.00173894,0.00028323,0.004712354,0.001648679,0.002615751,0.2414473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001123015,"about_ca_system_score_gemma":0.001175635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008621069,"about_ca_topic_score_gemma":0.01202016,"domain_scores_codex":[0.9994128,0.00004781575,0.00003293467,0.00007036321,0.0003832907,0.00005293201],"domain_scores_gemma":[0.9972259,0.0007479521,0.000155519,0.0006042106,0.0008862335,0.000380191],"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":[0.00004066369,0.00001429429,0.00007469232,0.0000332488,0.000002750277,0.00002158078,0.000008656321,0.0001469019,0.0001495493,0.0005278489,0.9895617,0.009418145],"study_design_scores_gemma":[0.00006040098,0.00002149828,0.0005405229,0.00003629076,0.000006258881,0.00004078186,0.000008783703,0.002285402,0.0006199658,0.0006570442,0.9957035,0.00001945124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002430301,0.0008655826,0.04817112,0.008710692,0.00812234,0.000630084,0.2148345,0.2709208,0.4453147],"genre_scores_gemma":[0.00957294,0.001268201,0.02200227,0.003405711,0.003618759,0.0005301412,0.2641045,0.09626013,0.5992374],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6670929,"threshold_uncertainty_score":0.9515271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112847641055152,"score_gpt":0.1927436961581578,"score_spread":0.1814589320526426,"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."}}