{"id":"W4238544172","doi":"10.31219/osf.io/ythj8","title":"Strong Kerr nonlinearity in BiOBr 2D materials for applications to nonlinear integrated photonic devices","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Crystal Structures and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Swinburne University of Technology; RMIT University; Australian Research Council; Ontario Ministry of Natural Resources and Forestry","keywords":"Bismuth; Nonlinear system; Materials science; Photonics; Kerr effect; Optoelectronics; Nonlinear optics; Order (exchange); Work (physics); Condensed matter physics; Nanotechnology; Optics; Physics; Quantum mechanics; Metallurgy; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004477622,0.000393458,0.0006483226,0.0001106504,0.0001119674,0.0004753882,0.0007986661,0.0002979961,0.00153483],"category_scores_gemma":[0.0001052481,0.0003035091,0.0001064394,0.0001992417,0.00006703294,0.00008039494,0.0009454542,0.0002682281,0.0001145221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001676006,"about_ca_system_score_gemma":0.0003348448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004512244,"about_ca_topic_score_gemma":0.004324107,"domain_scores_codex":[0.9976463,0.00007104758,0.0006997096,0.0008922128,0.0002702849,0.0004204237],"domain_scores_gemma":[0.9988201,0.00005963995,0.0001954081,0.0005250522,0.0002368785,0.0001629505],"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":[0.0003174392,0.00007073244,0.00006450954,0.0007452283,0.00001994606,0.000001862689,0.0003394948,0.0008479361,0.9945946,0.0006361175,0.0006045562,0.001757627],"study_design_scores_gemma":[0.0004712445,0.0001562245,0.0004821921,0.0002166699,0.00005130402,0.000002993503,0.0004926064,0.003801137,0.844336,0.002138017,0.1470206,0.0008310359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723842,0.000245697,0.01346917,0.001674747,0.0008393613,0.004603834,0.005934825,0.0002921825,0.0005560134],"genre_scores_gemma":[0.9229774,0.00002938905,0.07342484,0.0005936492,0.0004817115,0.001469208,0.0007834801,0.000055516,0.0001847418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1502586,"threshold_uncertainty_score":0.9999417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04949772046089271,"score_gpt":0.3167627025546582,"score_spread":0.2672649820937654,"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."}}