{"id":"W7096341903","doi":"","title":"© Author(s) 2007. This work is licensed under a Creative Commons License. Atmospheric Chemistry and Physics","year":2007,"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":"Aerosol; Particle (ecology); Work (physics); Air quality index; Atmospheric chemistry; Sulfate; Particulates; Carbon fibers","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":[0.0005900445,0.0006841834,0.0008863262,0.0009288506,0.0006951238,0.003812733,0.00124093,0.001271073,0.6725703],"category_scores_gemma":[0.002799758,0.0003844276,0.000460711,0.001428852,0.0007327526,0.002442132,0.001416942,0.001251891,0.7036877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000502363,"about_ca_system_score_gemma":0.0007269235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009104477,"about_ca_topic_score_gemma":0.0007050142,"domain_scores_codex":[0.9995946,0.00002620681,0.00003480146,0.0001507264,0.0001146746,0.00007898745],"domain_scores_gemma":[0.9984549,0.0001700649,0.00008704011,0.0004308693,0.0005566506,0.0003004363],"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":[0.0003095314,0.0001627787,0.001644326,0.0007348403,0.00002880508,0.0004810999,0.00020692,0.0003122669,0.01012705,0.01279571,0.474871,0.4983256],"study_design_scores_gemma":[0.00001282096,0.00004028722,0.001705023,0.0001550642,0.000007209969,0.0003211014,0.00008410378,0.0002004427,0.000943048,0.001064705,0.9954557,0.00001043186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01009818,0.003774925,0.007517299,0.006128269,0.01548744,0.0002361984,0.01984499,0.004352726,0.93256],"genre_scores_gemma":[0.01262754,0.002283091,0.002547736,0.0006552468,0.0004412039,0.00009805442,0.01156566,0.0006145831,0.9691669],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3274297,"threshold_uncertainty_score":0.4670388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470185165448512,"score_gpt":0.229239473734998,"score_spread":0.2145376220805128,"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."}}