{"id":"W6966463839","doi":"10.4229/eupvsec20202020-6bv.5.12","title":"The Potential of PV Module Tilt and Technology for Tuning Daily Energy Yield across the Year","year":2020,"lang":"en","type":"article","venue":"EU PVSEC","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irradiance; Photovoltaic system; Tilt (camera); Energy consumption; Yield (engineering); Solar energy; Electric potential energy; Energy (signal processing)","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":[0.0001562807,0.0003646316,0.0002014255,0.0001437491,0.000176248,0.0005077198,0.0002823085,0.0003331231,0.001474598],"category_scores_gemma":[0.0004303833,0.0001585831,0.0003317787,0.0003232389,0.0001922759,0.0004813915,0.0002009047,0.0002926066,0.0003637357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006210308,"about_ca_system_score_gemma":0.000254524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005265898,"about_ca_topic_score_gemma":0.008801959,"domain_scores_codex":[0.9999146,0.00001267325,0.000002967458,0.00002768001,0.00002379417,0.00001811826],"domain_scores_gemma":[0.9998802,0.00004741611,0.00001349627,0.00002787508,0.00002449078,0.00000664315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003270938,0.00007814774,0.04135122,0.000199931,0.0001009622,0.0002377706,0.0001045156,0.7897835,0.1190932,0.002564525,0.002217573,0.04394157],"study_design_scores_gemma":[0.00002628255,0.0003765894,0.08643406,0.00003079661,0.0001316173,0.0002234538,0.0001276655,0.8040252,0.09396558,0.002408348,0.01215202,0.00009845034],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9195794,0.000692424,0.06100148,0.0002340671,0.00008143369,0.00003380846,0.001769886,0.001364518,0.01524299],"genre_scores_gemma":[0.997582,0.00008819073,0.001505455,0.00001688052,0.000002460273,0.000005369531,0.0002030573,0.00005232638,0.0005441916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005265898,"threshold_uncertainty_score":0.01047051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398145588502312,"score_gpt":0.2373657137981395,"score_spread":0.2233842579131164,"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."}}