{"id":"W1992853566","doi":"10.1175/2009jamc2061.1","title":"Observational Study of Wind Channeling within the St. Lawrence River Valley","year":2009,"lang":"en","type":"article","venue":"Journal of Applied Meteorology and Climatology","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Geostrophic wind; Orography; Ridge; Mesoscale meteorology; Geology; Wind direction; Prevailing winds; Climatology; Global wind patterns; Spring (device); Thermal wind; Terrain; Wind shear; Wind speed; Meteorology; Geography; Precipitation; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001039264,0.0001108448,0.0004058748,0.00008759354,0.0001862549,0.000008691746,0.0002393052,0.0001156886,0.0002663953],"category_scores_gemma":[0.00008772374,0.00006427961,0.0000465582,0.000148593,0.0002421483,0.00008102422,0.00001289516,0.0003146458,0.000004356264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001548544,"about_ca_system_score_gemma":0.00003518337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001525961,"about_ca_topic_score_gemma":0.00007623572,"domain_scores_codex":[0.9987047,0.0001728112,0.000609691,0.0001474082,0.0001812463,0.0001841424],"domain_scores_gemma":[0.9984605,0.0007393211,0.0005208587,0.0001145182,0.00009150022,0.00007335506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002705224,0.0006243899,0.7833002,0.00001783358,0.0003601848,0.00006843978,0.007519654,0.1231412,0.0006401382,0.07190572,0.000160475,0.009556536],"study_design_scores_gemma":[0.001240737,0.002364569,0.8816485,0.000003288663,0.0001128497,0.000110262,0.001631862,0.002854201,0.00002045225,0.1097549,0.0001617834,0.00009657245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968197,0.0003134483,0.0001077839,0.0008285581,0.000178651,0.0001508383,0.000005570863,0.000004753946,0.001590723],"genre_scores_gemma":[0.9979016,0.00004129316,0.001020548,0.0009614201,0.00006347376,3.662087e-7,0.000004868008,0.00000134222,0.000005147383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.120287,"threshold_uncertainty_score":0.2916842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05737367315924814,"score_gpt":0.2692578187064713,"score_spread":0.2118841455472232,"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."}}