{"id":"W3043886102","doi":"","title":"The Canadian Arctic Atmospheric Chemistry Experiment Validation Project: Recent results and overview","year":2010,"lang":"en","type":"article","venue":"EGUGA","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Atmospheric chemistry; Environmental science; Arctic; Climatology; Meteorology; Oceanography; Geography; Geology; Ozone","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":[],"consensus_categories":[],"category_scores_codex":[0.04251237,0.002135046,0.001237229,0.003217151,0.003672924,0.003804827,0.003414565,0.001066325,0.0008955653],"category_scores_gemma":[0.01594293,0.0005895655,0.001204122,0.008422837,0.001117182,0.001392584,0.002705789,0.001006687,0.0005310992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01472723,"about_ca_system_score_gemma":0.08653027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9580175,"about_ca_topic_score_gemma":0.9724233,"domain_scores_codex":[0.9826065,0.003167779,0.0005752023,0.001427038,0.0108003,0.001423152],"domain_scores_gemma":[0.9619271,0.002293111,0.001216775,0.001946043,0.03102777,0.001589209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003770716,0.0009341504,0.3725823,0.004461081,0.003114659,0.0001913672,0.001284931,0.01508727,0.009086783,0.005869351,0.1910097,0.3926077],"study_design_scores_gemma":[0.0004237735,0.0003731052,0.5777344,0.001096141,0.002198488,0.0001231845,0.0007986588,0.007745001,0.01646081,0.0009010383,0.3919022,0.000243121],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3032697,0.167003,0.07653799,0.0209514,0.004603647,0.00648675,0.3217418,0.003863696,0.09554194],"genre_scores_gemma":[0.4448788,0.06287298,0.1195259,0.006172393,0.001033951,0.00240405,0.3296225,0.001729123,0.03176031],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04251237,"threshold_uncertainty_score":0.2248296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898748667287814,"score_gpt":0.2390079883693915,"score_spread":0.2200205016965134,"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."}}