{"id":"W2346679193","doi":"10.54966/jreen.v13i1.177","title":"Influence d’un ombrage partiel sur la production électrique d’un module photovoltaïque en silicium monocristallin","year":2023,"lang":"fr","type":"article","venue":"Journal of Renewable Energies","topic":"Photovoltaic System Optimization Techniques","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence de l'Environnement et de la Maîtrise de l'Energie; Ministère des Affaires Etrangères; Agence Universitaire de la Francophonie","keywords":"Humanities; Political science; Physics; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003040523,0.0006590158,0.001109072,0.0009489899,0.0003123594,0.0002879353,0.000865143,0.0007370444,0.0002044566],"category_scores_gemma":[0.00252781,0.0006688864,0.0004655689,0.002143629,0.0002377032,0.001952551,0.0002338505,0.0007760026,0.0000478821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006170027,"about_ca_system_score_gemma":0.0006963584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01218972,"about_ca_topic_score_gemma":0.0006620916,"domain_scores_codex":[0.9939622,0.001441598,0.002027404,0.0006233667,0.001009312,0.0009361499],"domain_scores_gemma":[0.9949953,0.0008008209,0.001664959,0.0008395093,0.001363306,0.0003361061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001363802,0.000199314,0.0003748262,0.0002161191,0.0002747737,0.0002902742,0.001064694,0.7209009,0.2359252,0.0003440969,0.03790125,0.002372185],"study_design_scores_gemma":[0.0007242417,0.0003071583,0.0004195325,0.000766676,0.0001414456,0.0007266217,0.0005824229,0.03219961,0.8324592,0.004162897,0.1269374,0.0005728028],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753255,0.009115161,0.007482066,0.002166252,0.002088839,0.0004748264,0.00003615279,0.0007195551,0.002591601],"genre_scores_gemma":[0.9129332,0.03143689,0.006384709,0.0001546907,0.00124666,0.0001156956,0.00002645354,0.0001986048,0.04750307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6887013,"threshold_uncertainty_score":0.9995762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008129088826939176,"score_gpt":0.2304454641216603,"score_spread":0.2223163752947211,"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."}}