{"id":"W6999184285","doi":"","title":"Canadian Solar Receives DNV Endorsement for Cutting-Edge TOPCon Modules: Enhancing Reliability and Lowering LCOE","year":2023,"lang":"en","type":"other","venue":"","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Cost of electricity by source; Quality (philosophy); Government (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001517836,0.0005323287,0.0003210176,0.0009559869,0.003917394,0.002435407,0.001301955,0.002495494,0.1031977],"category_scores_gemma":[0.002904373,0.0003019843,0.0006404739,0.001151138,0.0006529416,0.0004386778,0.0006422153,0.001435588,0.01193949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01712076,"about_ca_system_score_gemma":0.06176692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8922808,"about_ca_topic_score_gemma":0.9772567,"domain_scores_codex":[0.9971696,0.00007276006,0.00002528805,0.00008696039,0.002151027,0.0004944425],"domain_scores_gemma":[0.9941964,0.0001376508,0.00007491715,0.0001341813,0.004848748,0.0006080493],"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":[0.000130575,0.00007418897,0.002841702,0.0001009168,0.00001612465,0.0001339838,0.00007619264,0.0003243666,0.003940793,0.007489592,0.9274906,0.05738096],"study_design_scores_gemma":[0.00004645438,0.00004247441,0.01109155,0.00006759433,0.00001655333,0.00009283857,0.0002206429,0.0006139975,0.002394009,0.000558654,0.9848379,0.00001746331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01306086,0.0009114547,0.001735951,0.02501728,0.002696956,0.0002630994,0.008330232,0.0008927114,0.9470914],"genre_scores_gemma":[0.04878448,0.0009633407,0.001984325,0.005175435,0.0002548333,0.00004304045,0.003579341,0.0002683604,0.9389468],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1077192,"threshold_uncertainty_score":0.3452308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374134324563129,"score_gpt":0.2336134877015967,"score_spread":0.2198721444559654,"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."}}