{"id":"W3119911029","doi":"10.1109/pvsc45281.2020.9300433","title":"External Radiative Efficiency In Multijunction Devices","year":2020,"lang":"en","type":"article","venue":"","topic":"solar cell performance optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000420264,0.0005150661,0.0005163845,0.000611331,0.0003972457,0.001240353,0.001224629,0.0006062528,0.00338758],"category_scores_gemma":[0.0009598201,0.0003164463,0.0006027662,0.0004597926,0.0005618538,0.001016437,0.0007703508,0.0006425403,0.001605386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048626,"about_ca_system_score_gemma":0.0003211036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004590155,"about_ca_topic_score_gemma":0.0007128752,"domain_scores_codex":[0.9996017,0.00002454081,0.00001929273,0.0001070046,0.000174281,0.00007315793],"domain_scores_gemma":[0.9997727,0.00007629945,0.00002593417,0.00005242904,0.00006083006,0.0000118028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001487925,0.0002540489,0.002474589,0.0009345296,0.00009059905,0.001052599,0.0006362277,0.1212029,0.4703662,0.3468888,0.003084798,0.05286597],"study_design_scores_gemma":[0.00002911496,0.0001592458,0.003053256,0.0002159621,0.00009606136,0.0008173489,0.0001385052,0.4301624,0.489411,0.04710899,0.02872108,0.0000868869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3978311,0.003840892,0.3918874,0.000651406,0.0003003577,0.0001720614,0.000545842,0.001212729,0.2035582],"genre_scores_gemma":[0.9517661,0.001863326,0.02420288,0.0002178018,0.00003644685,0.000132159,0.0002811598,0.0003146183,0.02118544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00338758,"threshold_uncertainty_score":0.01133257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035436320487369,"score_gpt":0.1956040706089131,"score_spread":0.1852497074040394,"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."}}