{"id":"W4301952367","doi":"","title":"Observation of CO from space over megacities","year":2012,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Megacity; Space (punctuation); Computer science; Economics; Operating system","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":[0.00006385897,0.0002291175,0.0002048338,0.001469114,0.0002800216,0.0003711248,0.0002372995,0.0001883727,0.0006052944],"category_scores_gemma":[0.000235548,0.00009403554,0.0001359167,0.002662785,0.0001057157,0.0002050196,0.0004392951,0.0001529774,0.0001782414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004500455,"about_ca_system_score_gemma":0.0002426281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06073907,"about_ca_topic_score_gemma":0.08652765,"domain_scores_codex":[0.9999019,0.000006882879,0.000003391717,0.00002745288,0.00003995777,0.0000204567],"domain_scores_gemma":[0.9998265,0.00001924203,0.00005526923,0.00001649529,0.00006777006,0.00001470794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002210149,0.00006323377,0.9241026,0.0001243108,0.0001638976,0.0009647172,0.0006907588,0.007634152,0.02101863,0.0002456286,0.002671931,0.04209919],"study_design_scores_gemma":[0.000004704025,0.00002364341,0.9927706,0.000007791567,0.00002550526,0.0001467085,0.0003855199,0.003434323,0.001604646,0.00002444,0.001564788,0.000007270536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996992,0.0000835638,0.0001643356,0.00002705383,0.000003093396,0.000005039753,0.001518812,0.00004821707,0.001157795],"genre_scores_gemma":[0.9970319,0.0001046336,0.0004421551,0.000006449435,0.000007627215,0.00001149188,0.002084443,0.000007853092,0.0003034664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06073907,"threshold_uncertainty_score":0.1207711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330123106536351,"score_gpt":0.2074416059279414,"score_spread":0.1941403748625778,"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."}}