{"id":"W4323244232","doi":"10.5220/0011728100003417","title":"DeepCaps+: A Light Variant of DeepCaps","year":2023,"lang":"en","type":"article","venue":"","topic":"Integrated Circuits and Semiconductor Failure Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science","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":[0.0006616873,0.001121547,0.0006216493,0.0007732401,0.0005585515,0.001728211,0.003598721,0.0009402627,0.02656819],"category_scores_gemma":[0.001830405,0.0005633021,0.001258394,0.0008430487,0.0006725024,0.002079273,0.002475334,0.001333734,0.006255299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006221125,"about_ca_system_score_gemma":0.001165783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002207287,"about_ca_topic_score_gemma":0.00393897,"domain_scores_codex":[0.9992024,0.00006928774,0.00004447506,0.0001424473,0.0004168321,0.0001246887],"domain_scores_gemma":[0.9988493,0.0002006243,0.00008728191,0.0004326209,0.0002891214,0.0001410551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004000443,0.0008493979,0.0064941,0.002067539,0.0005349517,0.001195022,0.0004124967,0.05180995,0.08656408,0.09472689,0.249779,0.5015661],"study_design_scores_gemma":[0.0007326373,0.001632146,0.003477086,0.0002193143,0.0003056162,0.001550114,0.0001683804,0.2334164,0.1203495,0.08045644,0.5573564,0.0003360019],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1080178,0.002082772,0.5873242,0.0008936286,0.001954885,0.0006423811,0.01088901,0.1863026,0.1018927],"genre_scores_gemma":[0.5316901,0.0008452235,0.3098666,0.001992918,0.0004669457,0.0006355271,0.01659237,0.02803777,0.1098725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02656819,"threshold_uncertainty_score":0.08887953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007612514872993387,"score_gpt":0.1864018145232784,"score_spread":0.178789299650285,"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."}}