{"id":"W7045857742","doi":"","title":"Canadian Solar's CSI Energy Storage secures 487 MWh battery supply agreement with Blackstone-backed Aypa Power","year":2023,"lang":"en","type":"other","venue":"","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Battery (electricity); Power (physics); Energy storage; Production (economics); Energy (signal processing); Energy supply","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":[0.00009692058,0.0007128866,0.0005397347,0.001011936,0.00006013165,0.0001241544,0.0003425702,0.0006830308,0.01079919],"category_scores_gemma":[0.000007391157,0.000623221,0.00009574905,0.000455839,0.00004106247,0.000103583,0.00002613734,0.0003195212,0.0007135668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046122,"about_ca_system_score_gemma":0.0002623586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4779888,"about_ca_topic_score_gemma":0.9408984,"domain_scores_codex":[0.9979192,0.00005209656,0.0003674701,0.0005000234,0.0003906387,0.0007705477],"domain_scores_gemma":[0.9987743,0.00002267602,0.00009495781,0.0006724955,0.00008620666,0.0003493777],"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":[0.00000430511,0.00000799563,0.00004113041,0.0000706123,0.0004900549,0.0002002302,0.0001552313,0.147239,0.00001769854,0.0008569729,0.8507892,0.0001274919],"study_design_scores_gemma":[0.0004468938,0.00007162018,0.00003628711,0.0007174882,0.00007136384,0.00002657903,0.0002442925,0.01170464,0.0002941083,0.000006115863,0.9851764,0.001204187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007488142,0.0005065375,0.01618339,0.0001462151,0.002389316,0.0003654643,0.0002767335,0.002900972,0.9771565],"genre_scores_gemma":[0.03720087,0.0002428976,0.0006674709,0.0002893053,0.0004151122,0.0001392347,0.0006821399,0.003098442,0.9572645],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4629095,"threshold_uncertainty_score":0.9996219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002730507110489145,"score_gpt":0.1606984197349285,"score_spread":0.1579679126244394,"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."}}