{"id":"W7094037168","doi":"","title":"Guide to DC SPD Solar Surge Protectors: Ensuring Lightning Protection – US and Canada Report","year":2024,"lang":"en","type":"other","venue":"","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Lightning (connector); Surge; Surge arrester; Lightning strike","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":[0.002548896,0.001356619,0.0005622475,0.003446774,0.003722388,0.002622647,0.003036573,0.00281821,0.09304159],"category_scores_gemma":[0.003511128,0.0009671117,0.0007647175,0.002694556,0.001223596,0.001435184,0.001117594,0.002244553,0.04538726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01555366,"about_ca_system_score_gemma":0.0895693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8926511,"about_ca_topic_score_gemma":0.943734,"domain_scores_codex":[0.9952669,0.0001547314,0.0001106083,0.0001254806,0.00390917,0.0004331679],"domain_scores_gemma":[0.992687,0.0002700663,0.0001467775,0.0001704788,0.0062342,0.0004914716],"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":[0.00001778026,0.00008156525,0.0004356327,0.000150487,0.000003582145,0.00006698551,0.00009119981,0.0006330034,0.001201654,0.00284759,0.9148102,0.07966018],"study_design_scores_gemma":[0.000005510194,0.00001384042,0.0009262935,0.00008941979,0.000004514245,0.00003764403,0.00008799577,0.000179323,0.0006331818,0.0003332188,0.9976766,0.00001256304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002326687,0.00813072,0.02168876,0.01489147,0.002621993,0.001761802,0.01996856,0.004939339,0.9236706],"genre_scores_gemma":[0.006864032,0.008295097,0.02076861,0.002791637,0.0001381472,0.0003273478,0.007017991,0.0004805992,0.9533166],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1073489,"threshold_uncertainty_score":0.3112552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731269946845112,"score_gpt":0.2940979863192026,"score_spread":0.2767852868507515,"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."}}