{"id":"W1966652900","doi":"10.1116/1.1701853","title":"Focused ion beam and transmission electron microscopy method for root cause analysis of InP ridge laser devices","year":2004,"lang":"en","type":"article","venue":"Journal of Vacuum Science & Technology A Vacuum Surfaces and Films","topic":"Integrated Circuits and Semiconductor Failure Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fibics (Canada)","funders":"","keywords":"Materials science; Transmission electron microscopy; Laser; Focused ion beam; Ridge; Optoelectronics; Ceramic; Oak Ridge National Laboratory; Reliability (semiconductor); Ion milling machine; Semiconductor; Optics; Nanotechnology; Ion; Composite material; Chemistry; Geology","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":[0.0009306945,0.0002331972,0.0007165705,0.002122402,0.0002034273,0.00007007031,0.0003847721,0.0002650334,0.00001293102],"category_scores_gemma":[0.00003177312,0.0001727,0.0001881585,0.003218301,0.0002885067,0.0004478834,0.00002632364,0.0003703234,2.776534e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007034877,"about_ca_system_score_gemma":0.0001143989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004723478,"about_ca_topic_score_gemma":0.00009578433,"domain_scores_codex":[0.9984171,0.00001761171,0.0006155388,0.0002905169,0.0002538867,0.0004053237],"domain_scores_gemma":[0.9989818,0.00007192431,0.000292438,0.000196225,0.0003328085,0.0001247708],"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":[0.00003054362,0.0000431933,0.002892015,0.00003609465,0.0006496803,0.000004638192,0.0003735238,0.007415503,0.9865494,0.000278437,0.00003195903,0.001695043],"study_design_scores_gemma":[0.0007717503,0.0005419979,0.002348346,0.00008159877,0.00159146,0.00005195086,0.0004908259,0.01777302,0.9746462,0.0008655459,0.0006013659,0.0002360049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655367,0.003595007,0.03012236,0.0004667043,0.00008461539,0.0001171734,0.00002293251,0.00004360704,0.00001089701],"genre_scores_gemma":[0.9811106,0.0007816891,0.01804213,0.00002109962,0.00001091196,0.000003742105,0.000003139246,0.00001565525,0.00001106917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01557386,"threshold_uncertainty_score":0.7042502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008287619513458452,"score_gpt":0.2729832515976118,"score_spread":0.2646956320841533,"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."}}