{"id":"W6989665051","doi":"","title":"Canadian Solar delivers 315MWh BESS and 2GWp solar to Texas","year":2025,"lang":"en","type":"other","venue":"","topic":"solar cell performance optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Solar energy; Photovoltaic system; Solar tracker; Work (physics); Solar irradiance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004727102,0.0002416801,0.0002034734,0.0005784171,0.00003929075,0.00005987414,0.0001425401,0.000309017,0.003625473],"category_scores_gemma":[0.00000928332,0.0002685284,0.0000270138,0.0001974366,0.00001093745,0.00005853518,0.00003159539,0.0001709197,0.0005228744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002424179,"about_ca_system_score_gemma":0.0001233083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09745754,"about_ca_topic_score_gemma":0.3707547,"domain_scores_codex":[0.9992523,0.000006702772,0.0001153827,0.0002188249,0.00009182307,0.0003149782],"domain_scores_gemma":[0.9994614,0.000007469005,0.00001359582,0.0002499273,0.00002177634,0.0002459023],"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":[0.00000123271,0.000002976768,0.000789087,0.0002287818,0.0001118597,0.000009643009,0.00007030345,0.01688394,0.00000983306,0.00007371089,0.9727286,0.009090027],"study_design_scores_gemma":[0.0001361372,0.00001050483,0.000123705,0.0001587565,0.00003793973,0.000001396473,0.00002942684,0.05744974,0.00006582023,0.000003835866,0.9415889,0.0003938782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004159994,0.0007096819,0.01428793,0.00005907614,0.0005431547,0.0003456346,0.00005904089,0.0004415539,0.9835123],"genre_scores_gemma":[0.000599656,0.001320494,0.01667139,0.000397304,0.0001571958,0.00001306382,0.00009245461,0.0004334272,0.980315],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2732972,"threshold_uncertainty_score":0.9999767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003196456312492997,"score_gpt":0.1717829809325141,"score_spread":0.1685865246200211,"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."}}