{"id":"W7038142901","doi":"","title":"Impact of aerosols on surface solar radiation and gross primary productivity over cropland and grassland ecosystems in North China","year":2019,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Fossil Insects in Amber","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Aerosol; Radiation; Canopy; Grassland; Ecosystem; Primary production; Terrestrial ecosystem; Photosynthetically active radiation; Grassland ecosystem; Vegetation (pathology)","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":[0.0004370087,0.000325095,0.0002769178,0.0006825526,0.0003724819,0.0005611318,0.0002146191,0.0002293776,0.0004625533],"category_scores_gemma":[0.0003674109,0.0001629471,0.0005047118,0.0007700983,0.0002835625,0.0004265507,0.0004303579,0.0001340116,0.00006382165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019701,"about_ca_system_score_gemma":0.0007349626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07731872,"about_ca_topic_score_gemma":0.09488629,"domain_scores_codex":[0.9997565,0.0000374085,0.00002777499,0.00006721463,0.00005765847,0.00005337833],"domain_scores_gemma":[0.9997222,0.00004479885,0.00007544498,0.00002212912,0.00009002188,0.00004547873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005677884,0.00002806652,0.9839214,0.00006931742,0.0001681543,0.0005394696,0.0003896191,0.002651343,0.004318763,0.0001285558,0.0001506235,0.007577959],"study_design_scores_gemma":[0.000003055104,0.00001202528,0.9978216,0.000004106272,0.00002370963,0.00002989157,0.0002062435,0.001485179,0.0002163922,0.00003039082,0.0001631894,0.000004254548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993807,0.000139723,0.00005232912,0.00004099049,0.000002426861,0.000002480736,0.0001257868,0.000004290306,0.000251234],"genre_scores_gemma":[0.9995553,0.0001194286,0.00006522411,0.00001306455,0.000003991446,0.000003013514,0.0001556773,0.000001371325,0.00008296708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07731872,"threshold_uncertainty_score":0.1537374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004666470034890543,"score_gpt":0.1812708692156955,"score_spread":0.176604399180805,"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."}}