{"id":"W7043264136","doi":"","title":"Sanmina-SCI to build Satcon PV inverters in Ontario","year":2012,"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":"Power (physics); Photovoltaic system; Work (physics); Process (computing)","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":["insufficient_payload"],"category_scores_codex":[0.00006126124,0.000288286,0.0002932114,0.0005113743,0.000006403359,0.00002200821,0.0001539665,0.0004358209,0.008277335],"category_scores_gemma":[0.000004224355,0.0002777381,0.00003856256,0.0001835201,0.000007526273,0.0000561374,0.00001902974,0.0002581498,0.0009321849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006689969,"about_ca_system_score_gemma":0.00003485608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3762057,"about_ca_topic_score_gemma":0.8908489,"domain_scores_codex":[0.9991478,0.00001473064,0.0002222455,0.0001841708,0.0001177519,0.0003133538],"domain_scores_gemma":[0.9995687,0.000006397656,0.00002804244,0.0002870895,0.00001210117,0.00009766435],"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":[0.000002587511,0.00001108475,0.0008750409,0.00006357014,0.00005971535,0.000004319696,0.0006303921,0.07818565,0.00008936023,0.0006909512,0.9180579,0.001329451],"study_design_scores_gemma":[0.0001570599,0.00001082571,0.0001994163,0.0003248293,0.00001120721,0.000002968931,0.00006149966,0.005152604,0.0002118132,0.000002815746,0.993422,0.000442988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009349108,0.00009018913,0.01574498,0.00001148942,0.001563308,0.000248171,0.000003668398,0.0005835941,0.9816611],"genre_scores_gemma":[0.009700219,0.00001041119,0.006238342,0.000112754,0.0001770268,0.00005703687,0.00006608793,0.0006107058,0.9830274],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5146433,"threshold_uncertainty_score":0.9999675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006560241904317552,"score_gpt":0.1742623360513851,"score_spread":0.1677020941470676,"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."}}