{"id":"W4386176065","doi":"10.1364/ome.504314","title":"Reconfigurable Photonic Platforms feature issue: publisher’s note","year":2023,"lang":"en","type":"article","venue":"Optical Materials Express","topic":"Neural Networks and Reservoir Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Photonics; Feature (linguistics); Materials science; Optics; Computer science; Optoelectronics; Nanotechnology; Physics","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":[0.0004675734,0.000450054,0.0004227917,0.0008509447,0.0007807204,0.002485215,0.001440097,0.001756805,0.2734543],"category_scores_gemma":[0.001373733,0.0004948234,0.000526159,0.0007552523,0.0002089371,0.001757354,0.0006821575,0.001506363,0.1212211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005525115,"about_ca_system_score_gemma":0.000583338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005436279,"about_ca_topic_score_gemma":0.001379249,"domain_scores_codex":[0.9996965,0.00001283625,0.00001675121,0.00004861024,0.0001811695,0.00004410007],"domain_scores_gemma":[0.9992164,0.000155468,0.00004572377,0.0001397212,0.0003492913,0.00009338997],"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":[0.000119489,0.00003963015,0.00006903484,0.0002690961,0.00001120415,0.0001303653,0.00001403085,0.0001372828,0.01644539,0.004765515,0.8858708,0.09212817],"study_design_scores_gemma":[0.00001838297,0.00003492793,0.0002662787,0.00003358752,0.000006190297,0.00009598794,0.000009857147,0.0005726501,0.01218281,0.0006817072,0.9860859,0.00001173019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.006237241,0.01179239,0.01641301,0.01543734,0.1979827,0.00048146,0.007986264,0.009137068,0.7345326],"genre_scores_gemma":[0.03328424,0.005700862,0.007657132,0.003747916,0.01031693,0.0001532729,0.004601301,0.001706441,0.9328319],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2734543,"threshold_uncertainty_score":0.9147957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684965445630759,"score_gpt":0.2524922422817438,"score_spread":0.2356425878254362,"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."}}