{"id":"W2028193880","doi":"10.1029/2012eo050003","title":"Canada invests in weather and climate monitoring","year":2012,"lang":"en","type":"article","venue":"Eos","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiosonde; Upgrade; Meteorology; Lightning detection; Weather radar; Radar; Environmental science; Lightning (connector); Telecommunications; Geography; Engineering; Computer science; Thunderstorm","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":[0.003216977,0.0007582273,0.0005047565,0.002385872,0.006806207,0.005518297,0.001220147,0.002216603,0.03343719],"category_scores_gemma":[0.008385337,0.0005609251,0.0007242744,0.003661935,0.001619472,0.001308991,0.002446132,0.002240111,0.004878134],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08226074,"about_ca_system_score_gemma":0.3542376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944953,"about_ca_topic_score_gemma":0.9960735,"domain_scores_codex":[0.9921926,0.0003967708,0.0001511671,0.0004784863,0.004600561,0.002180451],"domain_scores_gemma":[0.9823836,0.0007617752,0.0003478583,0.0004873086,0.009064428,0.00695511],"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":[0.00004405058,0.00004370227,0.008040972,0.0001133608,0.00003626246,0.00008463112,0.0003986705,0.0004649217,0.0003617264,0.02912437,0.891098,0.07018933],"study_design_scores_gemma":[0.00001346349,0.0000160921,0.01383285,0.00008799643,0.00002184275,0.00002839786,0.0004720198,0.000374924,0.0001660604,0.001011051,0.9839507,0.0000245879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02125644,0.01023681,0.002388938,0.2647232,0.004267032,0.0002943632,0.02495292,0.001630269,0.67025],"genre_scores_gemma":[0.1726957,0.01048726,0.006109404,0.03230177,0.0005192574,0.0001135721,0.01190933,0.0003864432,0.7654773],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9177393,"threshold_uncertainty_score":0.5968462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012225534330023,"score_gpt":0.2794514128010802,"score_spread":0.25932915745778,"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."}}