{"id":"W2122630161","doi":"10.5539/eer.v1n1p157","title":"The Spatial Analysis of Insolation in Iran","year":2011,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Solar Radiation and Photovoltaics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insolation; Environmental science; Cloud cover; Climatology; Statistical analysis; Meteorology; Physical geography; Geography; Geology; Cloud computing; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000680521,0.00002914897,0.00005163301,0.0001774132,0.00009493284,0.00001703641,0.0001926091,0.00002585551,0.00004114642],"category_scores_gemma":[0.00001433626,0.00002121019,0.00001886055,0.0003910256,0.00007264916,0.00006988883,0.00009706332,0.00005952165,0.000001895693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001755899,"about_ca_system_score_gemma":0.000006296704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001777552,"about_ca_topic_score_gemma":0.001011124,"domain_scores_codex":[0.9993129,0.0001462472,0.00009623398,0.0001140237,0.0002188367,0.0001117878],"domain_scores_gemma":[0.9996226,0.0001122392,0.00001988121,0.0002102313,0.000004828173,0.00003024553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006906975,0.0002501027,0.4084727,0.000004578473,0.0002138842,0.000007408177,0.009241325,0.002500549,0.003197036,0.2410395,0.0001167211,0.3348871],"study_design_scores_gemma":[0.0001027764,0.0000479901,0.8265983,0.000001024123,0.000004930024,1.494052e-7,0.0000456944,0.1597931,0.002728532,0.003242064,0.007398628,0.00003683289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.811781,0.0005837039,0.1766524,0.0003925993,0.0000704167,0.0001031881,0.00000153943,0.00001336199,0.01040176],"genre_scores_gemma":[0.9987881,0.0006654192,0.0003533462,0.00001388742,0.000005843596,0.000006814301,0.000001552457,0.000001256619,0.000163742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4181256,"threshold_uncertainty_score":0.2687139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07213348306381745,"score_gpt":0.2801481799287662,"score_spread":0.2080146968649488,"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."}}