{"id":"W2119146066","doi":"10.1080/07055900.2014.1001621","title":"Introduction to the Special Issue of<i>Atmosphere-Ocean</i>—Proceedings of the Twenty-Second QOS / Introduction du numéro spécial d'<i>Atmosphere-Ocean</i>– Comptes-rendus du vingt-deuxième SQO","year":2015,"lang":"fr","type":"article","venue":"ATMOSPHERE-OCEAN","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Atmosphere (unit); Environmental science; Astrobiology; Oceanography; Geology; Meteorology; Geography; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003461498,0.001834338,0.002307991,0.00001133505,0.001420273,0.0006513034,0.003231057,0.0009712581,0.06706002],"category_scores_gemma":[0.0009956246,0.001408578,0.001079089,0.003730235,0.001920342,0.002053955,0.0007720809,0.001824779,0.002425866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000378739,"about_ca_system_score_gemma":0.0008215446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006231454,"about_ca_topic_score_gemma":0.002039898,"domain_scores_codex":[0.9884749,0.0006503693,0.0031534,0.002479965,0.002765948,0.00247539],"domain_scores_gemma":[0.9921403,0.0004514667,0.002498174,0.001909948,0.001755823,0.001244284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001024621,0.000530928,0.1715883,0.0002736102,0.0004665972,0.00002065303,0.004448378,0.01618146,0.00007251192,0.0009811788,0.7920374,0.01237436],"study_design_scores_gemma":[0.002562211,0.001762897,0.02045051,0.0002132404,0.0007510485,0.000408734,0.01358944,0.004846775,0.002001671,0.000955034,0.9508767,0.001581695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8643405,0.005059626,0.00008936108,0.0429826,0.05902016,0.002296628,0.0004954839,0.0002404947,0.0254751],"genre_scores_gemma":[0.6775309,0.001580199,0.004245937,0.002607157,0.2764702,0.00001075739,0.0002567231,0.000302964,0.03699511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2174501,"threshold_uncertainty_score":0.9998797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100339277761926,"score_gpt":0.2042771777859619,"score_spread":0.1932737850083426,"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."}}