{"id":"W2080676570","doi":"10.1063/1.4753861","title":"Estimating cell temperature in a concentrating photovoltaic system","year":2012,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"solar cell performance optimization","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Photovoltaic system; Solar cell; Temperature measurement; Voltage; Diode; Thermal; Power (physics); Materials science; Maximum power principle; Operating point; Equivalent circuit; Open-circuit voltage; Junction temperature; Optoelectronics; Electrical engineering; Mechanics; Physics; Thermodynamics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002254211,0.0001991666,0.0001894396,0.00009433686,0.00007039185,0.0001306254,0.0001307882,0.0001355118,0.00002705589],"category_scores_gemma":[0.0000302412,0.0002079333,0.00002398615,0.0003290432,0.0000205843,0.0009340121,0.00002557452,0.0003167534,0.00004829849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001869188,"about_ca_system_score_gemma":0.00002484725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001157653,"about_ca_topic_score_gemma":0.000001687062,"domain_scores_codex":[0.9988966,0.000004346759,0.0002795785,0.0001592036,0.0001571459,0.0005031466],"domain_scores_gemma":[0.9996524,0.0000155281,0.00006070699,0.00007160393,0.00009577219,0.0001039229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000007747387,0.00004018816,0.3455699,0.001654813,0.00001215045,0.000002192335,0.01237676,0.006974719,0.6315649,0.0006819526,0.000462855,0.0006518046],"study_design_scores_gemma":[0.000265829,0.00001278241,0.002337439,0.0003014114,0.000008052181,0.00001204048,0.00214436,0.9772713,0.01734982,0.000004889635,0.00005345669,0.0002386441],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749079,0.0002490102,0.003957795,0.000005621047,0.0005745316,0.0002979391,0.000001624184,0.0005121356,0.01949344],"genre_scores_gemma":[0.9777002,0.00001303522,0.02193337,0.00001893172,0.0001825006,0.00006416069,0.000006839562,0.00003877801,0.00004216362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9702966,"threshold_uncertainty_score":0.8479274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009210270674564303,"score_gpt":0.1990778393317011,"score_spread":0.1898675686571368,"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."}}