{"id":"W4200490536","doi":"10.1364/josab.451913","title":"Specialty optical fiber modeling, fabrication, and characterization feature issue: publisher’s note","year":2021,"lang":"en","type":"article","venue":"Journal of the Optical Society of America B","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Feature (linguistics); Characterization (materials science); Computer science; Fabrication; Physics; Medicine; Optics; Philosophy; Alternative medicine","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":[0.0009395785,0.0006250768,0.0005139509,0.001176197,0.001289544,0.001434205,0.001162589,0.001032693,0.1360285],"category_scores_gemma":[0.002688598,0.0006622028,0.0004999731,0.00135086,0.0002489554,0.001715557,0.0004610298,0.001003912,0.07217572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179598,"about_ca_system_score_gemma":0.001596414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615021,"about_ca_topic_score_gemma":0.005151359,"domain_scores_codex":[0.9993804,0.00002898502,0.00003036558,0.0000713163,0.0004437424,0.00004512867],"domain_scores_gemma":[0.9967673,0.0004471541,0.000226192,0.0004416697,0.002018069,0.00009955472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007719652,0.00004226778,0.0004414076,0.0002249078,0.00001075432,0.00006520878,0.00003350028,0.0006548086,0.02719521,0.002773496,0.9147265,0.05375484],"study_design_scores_gemma":[0.00002521516,0.0001271523,0.002191222,0.0000585244,0.00002004797,0.0001998186,0.00003882918,0.007999276,0.0640232,0.001219433,0.9240635,0.00003371601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.03397294,0.006189452,0.2768014,0.01565976,0.1423652,0.001866927,0.05762503,0.02215585,0.4433635],"genre_scores_gemma":[0.125969,0.008146192,0.09380234,0.002605011,0.01068109,0.001088389,0.04725882,0.007803551,0.7026457],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1360285,"threshold_uncertainty_score":0.4550605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007161594222871275,"score_gpt":0.2160357553056056,"score_spread":0.2088741610827343,"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."}}