{"id":"W2285271520","doi":"","title":"Air trenches for dense silica integrated optics","year":2002,"lang":"en","type":"dissertation","venue":"DSpace@MIT (Massachusetts Institute of Technology)","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; San Diego Supercomputer Center","keywords":"Optics; Materials science; Geology; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00009811624,0.0007206678,0.001038864,0.001016609,0.0001192531,0.00002992962,0.0008533904,0.002026859,0.00005502489],"category_scores_gemma":[0.0003531389,0.0007060829,0.0003318489,0.0009338681,0.0003115897,0.0002139771,0.0000467311,0.0009759702,0.00005839539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001879603,"about_ca_system_score_gemma":0.0001132985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001616862,"about_ca_topic_score_gemma":0.000536126,"domain_scores_codex":[0.9977317,0.000008745447,0.0007387889,0.0005670507,0.0002925121,0.0006612146],"domain_scores_gemma":[0.9984757,0.00006462631,0.0002490855,0.0008142726,0.0002689925,0.0001273255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000995923,0.002543281,0.0007973508,0.02303178,0.01258287,0.000645673,0.004426139,0.01865043,0.1232702,0.1973367,0.1187558,0.4969639],"study_design_scores_gemma":[0.001516551,0.0003617451,0.0002835185,0.00126055,0.0007813444,0.00002331191,0.0007885986,0.0302871,0.1219429,0.002597739,0.8384384,0.001718276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8293557,0.02751839,0.002751554,0.002138955,0.009206845,0.003918994,0.002134588,0.007605764,0.1153692],"genre_scores_gemma":[0.9307134,0.004722778,0.04869306,0.00007603767,0.000222376,0.0008036043,0.002279102,0.000361153,0.0121285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7196826,"threshold_uncertainty_score":0.999539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195015459793587,"score_gpt":0.2337984685162201,"score_spread":0.2218483139182842,"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."}}