{"id":"W4241875473","doi":"10.5194/acpd-12-1895-2012","title":"Characterisation of sub-micron particle number concentrations and formation events in the western Bushveld Igeneous Complex, South Africa","year":2012,"lang":"en","type":"preprint","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"North-West University; Academy of Finland","keywords":"Aerosol; Morning; Platinum group; Nucleation; Particle number; Environmental science; Atmospheric sciences; Meteorology; Geography; Chemistry; Geology; Platinum; Physics; Catalysis","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":[0.0001029088,0.0002226888,0.0002317054,0.001030517,0.0004764909,0.0005093358,0.0002144379,0.0002721953,0.000649696],"category_scores_gemma":[0.0001664086,0.0001533447,0.0001608265,0.0007451597,0.000223709,0.0002330099,0.000285282,0.0001185123,0.0001730854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003288836,"about_ca_system_score_gemma":0.0001535833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01739904,"about_ca_topic_score_gemma":0.03349348,"domain_scores_codex":[0.9999124,0.000005644778,0.000006251716,0.00002940821,0.0000262044,0.00002013177],"domain_scores_gemma":[0.9999084,0.00001393976,0.00003210222,0.000003634428,0.00002812785,0.00001374353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003293242,0.00007599637,0.7996562,0.0002637762,0.00006944154,0.002279336,0.00432331,0.0006588675,0.1736486,0.0001392897,0.0002397398,0.01831612],"study_design_scores_gemma":[0.000002741515,0.00004718583,0.993869,0.00001174571,0.00001046979,0.0003069072,0.001009639,0.0003415074,0.00329539,0.00001960589,0.001081314,0.000004384097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988262,0.000147721,0.0001642855,0.00000739507,0.000001857929,0.00001453764,0.0002787783,0.000003631453,0.0005555992],"genre_scores_gemma":[0.9983851,0.0001640503,0.0004572304,0.00000864548,0.000002555066,0.00001775771,0.0003275292,0.000003580721,0.0006336623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01739904,"threshold_uncertainty_score":0.03459555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015543373329984,"score_gpt":0.3146428420609392,"score_spread":0.2130885047279408,"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."}}