{"id":"W2950759417","doi":"","title":"Aerobiology at the global scale","year":2004,"lang":"en","type":"article","venue":"","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Aerobiology; Scale (ratio); Geography; Climatology; Environmental science; Meteorology; Remote sensing; Geology; Cartography; Biology; Ecology; Pollen","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":[0.0005542424,0.0002853275,0.0002172804,0.0006844234,0.0004391446,0.002073457,0.0002358606,0.0005416282,0.004832959],"category_scores_gemma":[0.000754084,0.0001189192,0.0001823602,0.001073095,0.001068761,0.00258209,0.001235387,0.0008789561,0.0006097343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006778225,"about_ca_system_score_gemma":0.0008091021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005114242,"about_ca_topic_score_gemma":0.005822451,"domain_scores_codex":[0.9997897,0.00005601592,0.000006016945,0.00005553067,0.00005250213,0.0000402484],"domain_scores_gemma":[0.9995632,0.00009017957,0.00006101023,0.0001017038,0.0001194294,0.00006452432],"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":[0.0001245228,0.00009541035,0.1396032,0.0003733614,0.0001428494,0.0004141761,0.001671062,0.02274535,0.03334548,0.1316446,0.02077705,0.6490631],"study_design_scores_gemma":[0.00001781796,0.0001350902,0.2734179,0.0002660409,0.00008370452,0.0005998731,0.004498598,0.01698737,0.007249302,0.1901902,0.5065016,0.00005263799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4716675,0.0489608,0.09622324,0.04179868,0.001185031,0.00009038804,0.00221658,0.001035344,0.3368225],"genre_scores_gemma":[0.9449067,0.01711917,0.01705327,0.001423756,0.0003742474,0.00002670903,0.0008161439,0.0001090047,0.01817088],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.005114242,"threshold_uncertainty_score":0.01616782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375302686741012,"score_gpt":0.2458764497124758,"score_spread":0.2321234228450657,"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."}}