{"id":"W7015480638","doi":"","title":"Stardust Solar Appoints Rematek Energie as Powerwall Distributor for Quebec","year":2024,"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":"Distributor; Renewable energy; Work (physics); Production (economics); Energy consumption","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":[0.00008932083,0.0003760427,0.0003211065,0.000204008,0.00001975322,0.0001208954,0.0001821255,0.0004387977,0.006137309],"category_scores_gemma":[0.0000195057,0.0003591201,0.0001265506,0.0001389573,0.00002088733,0.00008314216,0.00003934112,0.0002021227,0.003644683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002146004,"about_ca_system_score_gemma":0.00005527123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007454934,"about_ca_topic_score_gemma":0.002214151,"domain_scores_codex":[0.9988926,0.000006866708,0.0002477589,0.0003227202,0.0001734929,0.0003565695],"domain_scores_gemma":[0.9994411,0.00001552699,0.00004418876,0.0003828937,0.00002743994,0.00008881513],"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":[0.00000494595,0.000008851857,0.000001844909,0.0009230423,0.0001479764,0.000006334795,0.00003349526,0.003138268,0.00006530525,0.0003602263,0.994593,0.000716696],"study_design_scores_gemma":[0.0002029087,0.00002121831,8.617593e-7,0.0002436074,0.00006940677,0.000002922054,0.00003064145,0.05909238,0.0004940405,0.00008500182,0.9393173,0.0004396508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000153149,0.001753641,0.07287005,0.00003500405,0.002325306,0.000669877,0.0003486412,0.002776678,0.9192055],"genre_scores_gemma":[0.0001511426,0.0004477656,0.0114435,0.00003546962,0.000545774,0.0001130378,0.001023958,0.00146705,0.9847723],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06556682,"threshold_uncertainty_score":0.9998861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005475730929860539,"score_gpt":0.2105524062673955,"score_spread":0.205076675337535,"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."}}