{"id":"W2064413415","doi":"10.1093/ijlct/2.4.323","title":"Analysis of Typical Meteorological Year for Seeb/Muscat, Oman","year":2007,"lang":"en","type":"article","venue":"International Journal of Low-Carbon Technologies","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Environmental science; Meteorology; Summer season; Dry season; Winter season; Solar energy; Geography; Atmospheric sciences; Climatology; Engineering; Cartography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001752842,0.0001970747,0.0001488277,0.001372256,0.0003239852,0.0003227816,0.0001014852,0.0001058814,0.001467961],"category_scores_gemma":[0.0003168136,0.00004875464,0.0001916777,0.001840713,0.00005707455,0.0001256298,0.0001812188,0.00008925932,0.0003931929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000377374,"about_ca_system_score_gemma":0.0003249674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009998587,"about_ca_topic_score_gemma":0.0233925,"domain_scores_codex":[0.9998856,0.00001374033,0.00001385246,0.00002325911,0.00003580507,0.00002778807],"domain_scores_gemma":[0.9997966,0.00002563056,0.00006647554,0.00001452551,0.00007458757,0.00002221828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002404591,0.00005410849,0.8922609,0.0003255923,0.0002197526,0.000672482,0.0006499856,0.006301105,0.01060635,0.0008416891,0.01162117,0.07620643],"study_design_scores_gemma":[0.000002034667,0.00001947209,0.9861922,0.000007930939,0.00001424201,0.0001493801,0.0002997777,0.001045006,0.0005386886,0.00003558138,0.01168874,0.000006877638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625229,0.0005854451,0.001699386,0.00007167228,0.0000480928,0.00006825347,0.02697088,0.0001273179,0.007906205],"genre_scores_gemma":[0.9532811,0.0006961086,0.004353796,0.00004187587,0.00005239214,0.0001399142,0.03879627,0.0000323229,0.002606092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009998587,"threshold_uncertainty_score":0.01988077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01511854110079523,"score_gpt":0.2482715503222731,"score_spread":0.2331530092214779,"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."}}