{"id":"W7046020842","doi":"","title":"On the characterization of optical waveguides","year":2004,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; McGill University","keywords":"Realization (probability); Characterization (materials science); Channel (broadcasting); Waveguide; Integrated optics; Computer Aided Design; Image processing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004917019,0.0004804064,0.0003400054,0.0008284974,0.000556469,0.0007938657,0.0007154336,0.0004644102,0.001973599],"category_scores_gemma":[0.0008492683,0.0002802233,0.0001665513,0.0005179052,0.0008918981,0.001527257,0.0005137726,0.0006406885,0.0008118822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005930453,"about_ca_system_score_gemma":0.0004688856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005453853,"about_ca_topic_score_gemma":0.0009222439,"domain_scores_codex":[0.9992913,0.00008284398,0.0000217853,0.0001251617,0.0004240708,0.00005474723],"domain_scores_gemma":[0.9993052,0.000267381,0.00007797134,0.00009756684,0.0002353112,0.00001650018],"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":[0.00008833664,0.00004804732,0.0008074973,0.0003322171,0.00001200577,0.0000942159,0.0002488051,0.002734182,0.8740931,0.02099123,0.0008275023,0.09972277],"study_design_scores_gemma":[0.000009961065,0.0001583902,0.002145294,0.00008517238,0.00001148248,0.00028889,0.0001571306,0.01430515,0.9490222,0.003736722,0.03004528,0.00003443242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2453342,0.005460076,0.7112083,0.0006073214,0.000223276,0.000303086,0.0004348165,0.000591336,0.03583755],"genre_scores_gemma":[0.5168995,0.007900219,0.4519338,0.0002800625,0.0001211081,0.000358855,0.0006620579,0.000199255,0.02164517],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001973599,"threshold_uncertainty_score":0.006602347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387751428885205,"score_gpt":0.247333151965413,"score_spread":0.2334556376765609,"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."}}