{"id":"W4406453929","doi":"10.1016/s0967-0653(97)84527-9","title":"10.1016/s0967-0653(97)84527-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ozone; Reactive nitrogen; Environmental science; Nitrogen; Atmospheric sciences; Climatology; Oceanography; Physical geography; Geography; Meteorology; Geology; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001142808,0.002877641,0.002243437,0.002962088,0.00262429,0.004540774,0.003563623,0.005852757,0.9905332],"category_scores_gemma":[0.001735653,0.001061922,0.001740245,0.002859468,0.002131125,0.005713097,0.003185044,0.002879653,0.9942684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00130319,"about_ca_system_score_gemma":0.001118291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00518342,"about_ca_topic_score_gemma":0.004048937,"domain_scores_codex":[0.999352,0.00004038952,0.00005616504,0.0002396041,0.0001680207,0.0001438925],"domain_scores_gemma":[0.9977764,0.0004961225,0.0001609031,0.000269321,0.000588927,0.0007082642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003702263,0.0002236463,0.0008465832,0.0006053425,0.00004162818,0.0002332881,0.0001112198,0.0004308173,0.001912629,0.005438094,0.4254248,0.5643617],"study_design_scores_gemma":[0.0000532477,0.00009760741,0.0006076703,0.0003019039,0.00001336595,0.0002622588,0.00009803187,0.0001515769,0.0002661039,0.0004792619,0.9976445,0.00002436228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003575869,0.0003649644,0.0004702021,0.000352806,0.0003434313,0.00009859507,0.0009197725,0.0007555687,0.9963369],"genre_scores_gemma":[0.0004457459,0.0001727403,0.0002359648,0.0001669747,0.0000695417,0.00004610378,0.0003377151,0.0001435119,0.9983817],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009466767,"threshold_uncertainty_score":0.01350313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006843356503398301,"score_gpt":0.1577663716780618,"score_spread":0.1509230151746635,"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."}}