{"id":"W2125434872","doi":"10.6000/1927-5129.2014.10.45","title":"Satellite Image Identification of Wind Channels to Delineate Wind Energy Generation Sites in Pakistan","year":2014,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Global Energy Security and Policy","field":"Energy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Wind power; Environmental science; Satellite; Electricity; Meteorology; Electricity generation; Remote sensing; Geography; Engineering; Power (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000770376,0.0001417467,0.00008553397,0.001458971,0.0002504223,0.000362461,0.0001088779,0.0001603057,0.001042319],"category_scores_gemma":[0.0001621035,0.00008838809,0.0001036181,0.001182859,0.0001305015,0.00023418,0.00017249,0.0001046313,0.0002409094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001630693,"about_ca_system_score_gemma":0.0004475758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02863212,"about_ca_topic_score_gemma":0.05734355,"domain_scores_codex":[0.9999413,0.000003679931,0.000004436812,0.00001101035,0.00001635739,0.00002319931],"domain_scores_gemma":[0.9999095,0.00001028023,0.00002434767,0.000004817265,0.0000344583,0.00001662785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003630101,0.0002067645,0.8202907,0.0001849331,0.00004775522,0.002239122,0.001303323,0.008805883,0.04787488,0.001064461,0.006202321,0.1114168],"study_design_scores_gemma":[0.00001549431,0.00005448293,0.9852613,0.00001995844,0.00002483949,0.0002708955,0.002090638,0.006828265,0.002800681,0.00009155004,0.002530337,0.00001143645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909589,0.00006893678,0.00126744,0.00002911572,0.00001086954,0.00004708861,0.002047122,0.00003062741,0.005539855],"genre_scores_gemma":[0.9948213,0.0001217509,0.00273588,0.000008516709,0.000004421235,0.00001676764,0.001572663,0.000003291432,0.0007154052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02863212,"threshold_uncertainty_score":0.05693096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190793104594677,"score_gpt":0.293283789083524,"score_spread":0.2713758580375772,"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."}}