{"id":"W2278392494","doi":"10.20381/ruor-4044","title":"Photonic Integrated Circuits Challenges &amp; Solutions: Homogenization, Polarization Management and Coupling","year":2015,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Ottawa","keywords":"Homogenization (climate); Electronic circuit; Photonic integrated circuit; Photonics; Polarization (electrochemistry); Electronic engineering; Optoelectronics; Materials science; Physics; Computer science; Engineering; Electrical engineering; Chemistry; Biology","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":[0.001428573,0.0006909552,0.0008246935,0.0005616011,0.0007731425,0.003392002,0.001383646,0.002764961,0.005699537],"category_scores_gemma":[0.001333961,0.00059068,0.0004698224,0.0008727534,0.001849758,0.003482267,0.00154299,0.002727211,0.002409813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917825,"about_ca_system_score_gemma":0.001003324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008363083,"about_ca_topic_score_gemma":0.0009556108,"domain_scores_codex":[0.9989127,0.0001769309,0.00003775575,0.0001494159,0.0006259586,0.00009721113],"domain_scores_gemma":[0.9989274,0.0005135714,0.00009447493,0.0001168858,0.0003022074,0.00004548047],"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":[0.00004184154,0.0001427632,0.0005822091,0.001902961,0.00006089393,0.0003619797,0.000489885,0.03757782,0.03121517,0.5150545,0.02236768,0.3902023],"study_design_scores_gemma":[0.00001869747,0.0002028541,0.0006353626,0.0006409919,0.00003999875,0.001364644,0.0008830167,0.1373439,0.01594587,0.356624,0.4862029,0.00009771527],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02176801,0.246342,0.5501413,0.04766922,0.00288495,0.0001860594,0.0001978696,0.0008902739,0.1299203],"genre_scores_gemma":[0.2573217,0.2434134,0.4087976,0.005564674,0.004282478,0.0004124898,0.0002991404,0.0003595324,0.07954901],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005699537,"threshold_uncertainty_score":0.01906687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06323953039896235,"score_gpt":0.2828275132244997,"score_spread":0.2195879828255374,"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."}}