{"id":"W2330267971","doi":"10.1142/9789812793867_0078","title":"MODELLING ATMOSPHERIC PB-212 CONCENTRATION","year":2000,"lang":"en","type":"article","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Environmental science; Atmospheric model; Environmental chemistry; Atmospheric sciences; Chemistry; Geology; Meteorology; Physics","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":[0.0002876069,0.0008224671,0.0007630632,0.0003620448,0.0006739393,0.001106223,0.0009449197,0.002013728,0.002034668],"category_scores_gemma":[0.001034783,0.0006952626,0.0009606585,0.0006661516,0.0004437892,0.0009712397,0.0004115355,0.0007983278,0.0004316792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001782963,"about_ca_system_score_gemma":0.001431739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1003322,"about_ca_topic_score_gemma":0.0453537,"domain_scores_codex":[0.9998627,0.00003018616,0.000007979132,0.00004453235,0.00002719524,0.00002739772],"domain_scores_gemma":[0.9995672,0.000262648,0.00002481347,0.0000299444,0.00008312711,0.00003219583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001870996,0.0000761306,0.006406819,0.00004142182,0.00005966016,0.00009477824,0.0000207726,0.9860626,0.003644434,0.0006538576,0.000291409,0.002461084],"study_design_scores_gemma":[0.00006028841,0.00003013252,0.001617662,0.000001908603,0.00002495595,0.000009777124,0.000009893608,0.9956332,0.002124622,0.0002268362,0.0002517317,0.00000902291],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820322,0.0002005377,0.006729207,0.0002976612,0.00009111122,0.0000355762,0.001196306,0.0004345824,0.008982778],"genre_scores_gemma":[0.9945132,0.00009968346,0.002407349,0.00002652377,0.00001396721,0.00001874285,0.0004821492,0.000046239,0.002392034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1003322,"threshold_uncertainty_score":0.1994963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225480405331049,"score_gpt":0.1879112313388477,"score_spread":0.1756564272855372,"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."}}