{"id":"W3135055810","doi":"10.82308/29903","title":"Solar radiation in the Mackenzie River Basin : retrieval from satellite measurements and evaluation of atmospheric models","year":2001,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Solar Radiation and Photovoltaics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Remote sensing; Satellite; Environmental science; Meteorology; Geology; Geography; Astronomy; Physics","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0005833369,0.0005564881,0.0003639221,0.0004576515,0.0005049079,0.0008401172,0.0007813415,0.000401381,0.0002603847],"category_scores_gemma":[0.001515151,0.0003186435,0.0003651294,0.0007016847,0.0002086164,0.0006302287,0.0004074197,0.000252383,0.00007266374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00234093,"about_ca_system_score_gemma":0.001583199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.479524,"about_ca_topic_score_gemma":0.4235197,"domain_scores_codex":[0.9998156,0.00004196483,0.00001190107,0.00006075174,0.0000483904,0.00002138629],"domain_scores_gemma":[0.9998098,0.00006611244,0.00002519299,0.00002935841,0.00005341509,0.00001623717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002785282,0.0001352588,0.2168271,0.0001124359,0.0002538525,0.0001534342,0.0002268595,0.7280014,0.01025768,0.0006474326,0.0007578586,0.04234812],"study_design_scores_gemma":[0.0000536497,0.00002809921,0.0956457,0.00001203304,0.00003926432,0.00001835292,0.00007318569,0.9017513,0.001713003,0.0001218075,0.0005166041,0.0000269849],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995986,0.0002618214,0.001958989,0.00006411578,0.000004499381,0.0000239175,0.0004715179,0.000187886,0.001041157],"genre_scores_gemma":[0.9955481,0.0001417156,0.003508614,0.00000925723,0.000003302826,0.00001603717,0.0005925741,0.00002120274,0.0001591339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.479524,"threshold_uncertainty_score":0.9534656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05845176533867132,"score_gpt":0.2592789553710046,"score_spread":0.2008271900323333,"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."}}