{"id":"W2162153461","doi":"10.1109/cleo.2008.4551725","title":"Prospects for “green” microstuctured optical fibers","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Materials science; Polymer; Optical fiber; Cellulose; Cellulose fiber; Nanotechnology; Composite material; Fiber; Optics; Chemistry; Organic chemistry","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":[0.001160422,0.0003992384,0.0002122979,0.0003748764,0.0003071524,0.0009852326,0.0007682102,0.001323047,0.009138253],"category_scores_gemma":[0.0005881806,0.0001571198,0.000220521,0.0003329495,0.0007531379,0.001865188,0.0003698258,0.0006689828,0.002446286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005815089,"about_ca_system_score_gemma":0.0005982218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005064826,"about_ca_topic_score_gemma":0.0005384696,"domain_scores_codex":[0.9998094,0.00003206425,0.000005870234,0.00003374287,0.00007719497,0.00004168588],"domain_scores_gemma":[0.9996904,0.0000916318,0.0000293439,0.00002333797,0.00008585269,0.00007949206],"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":[0.0004442151,0.0005732757,0.00140378,0.0008047341,0.00002200511,0.0005514708,0.0001931533,0.0065277,0.4309715,0.1140915,0.02482266,0.419594],"study_design_scores_gemma":[0.0001063882,0.001617539,0.002878412,0.0002935962,0.00002073943,0.001050404,0.0004498209,0.01841239,0.3947313,0.0648744,0.5154802,0.0000847846],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2650332,0.1745674,0.3241717,0.03640815,0.002958701,0.0003643653,0.001189276,0.002879281,0.1924278],"genre_scores_gemma":[0.573436,0.07183988,0.2552938,0.004091444,0.001378855,0.0003846851,0.000971466,0.000204087,0.09239977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009138253,"threshold_uncertainty_score":0.03057051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0237535417709716,"score_gpt":0.2432099009450185,"score_spread":0.2194563591740469,"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."}}