{"id":"W4318028110","doi":"","title":"Toward an Innovative Monolithic Integration of Vertical and Lateral GaN Devices","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Vertical integration; Materials science; Optoelectronics; Computer science; Business","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002939675,0.0003842682,0.0005576086,0.0001449746,0.000278821,0.0003419784,0.0006989695,0.0001663829,0.0009248712],"category_scores_gemma":[0.0001645799,0.0004042884,0.000125367,0.0003657181,0.0003299005,0.0003102268,0.0007204219,0.0006222236,0.00001282973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009769072,"about_ca_system_score_gemma":0.0003514497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006982359,"about_ca_topic_score_gemma":0.0007698915,"domain_scores_codex":[0.993116,0.004737155,0.000789282,0.0007176779,0.0003049566,0.0003348928],"domain_scores_gemma":[0.9959071,0.0005894316,0.0005324967,0.00103184,0.001760758,0.0001783314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006732393,0.001229491,0.02682872,0.0004541848,0.000282375,0.000003524309,0.05893546,0.00008321431,0.1997574,0.6782185,0.00007390453,0.03406587],"study_design_scores_gemma":[0.001675026,0.00001048306,0.08127698,0.003095937,0.0002839435,0.00000969655,0.005463027,0.0167024,0.8426698,0.01872537,0.02874817,0.001339162],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808642,0.0004379336,0.009005222,0.003834177,0.0003642762,0.0004557057,0.0003199118,0.00004745526,0.004671101],"genre_scores_gemma":[0.9905176,0.0001051192,0.006004064,0.00007566208,0.00004975063,0.00007777283,0.001767627,0.00004204574,0.001360316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6594931,"threshold_uncertainty_score":0.9999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02717478971777507,"score_gpt":0.2598379273453651,"score_spread":0.2326631376275901,"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."}}