{"id":"W4287537572","doi":"","title":"Multijunction Solar Cell Mesa Isolation: A Comparative Study","year":2021,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"solar cell performance optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Mesa; Isolation (microbiology); Solar cell; Computer science; Optoelectronics; Materials science; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002526059,0.0003837237,0.0007180582,0.0004194663,0.0005414488,0.0009681581,0.0007149207,0.0004588976,0.003403251],"category_scores_gemma":[0.00038314,0.0001528562,0.0005493344,0.0007614832,0.0001733748,0.000878504,0.000405935,0.0002475246,0.0006546326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004839394,"about_ca_system_score_gemma":0.0003266936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000988184,"about_ca_topic_score_gemma":0.002952251,"domain_scores_codex":[0.9997423,0.00002061232,0.000008585826,0.00005146118,0.0001284652,0.00004853354],"domain_scores_gemma":[0.9996137,0.00009399711,0.00005224727,0.00004231726,0.0001698913,0.00002789818],"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":[0.001232904,0.0004478735,0.00332251,0.0008696362,0.0001903576,0.0002643211,0.0001244069,0.01279,0.9281961,0.0005578733,0.0007720621,0.05123201],"study_design_scores_gemma":[0.0000624335,0.004506325,0.02339433,0.00006793036,0.0006214785,0.0008062766,0.0004827273,0.03233821,0.9270047,0.0003952233,0.01028822,0.00003212689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799647,0.005352979,0.00408823,0.00007021843,0.00004332265,0.00002320558,0.0001933195,0.0001302157,0.0101337],"genre_scores_gemma":[0.9934133,0.001546184,0.001268746,0.00002275862,0.00002068849,0.000009305036,0.0001604012,0.00004312547,0.003515492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003403251,"threshold_uncertainty_score":0.01138496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287972897723511,"score_gpt":0.2116200437009363,"score_spread":0.1987403147237012,"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."}}