{"id":"W2598025760","doi":"10.1149/ma2012-01/18/821","title":"Nonlinear Light Propagation in Photopolymers: From Self-Trapped Beams to 3-D Optical Lattices","year":2012,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Photopolymer; Nonlinear optical; Nonlinear system; Materials science; Nonlinear optics; Optics; Optoelectronics; Physics; Composite material; Polymer; Quantum mechanics; Polymerization","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003244037,0.000185031,0.0002050907,0.00008195933,0.00004204666,0.00005864917,0.0001504371,0.000139931,0.00003295509],"category_scores_gemma":[0.0001294147,0.0001780295,0.00004081917,0.0001915171,0.00001342634,0.0002912084,0.00003236994,0.0002589049,0.0003956922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007254087,"about_ca_system_score_gemma":0.00001895562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001475085,"about_ca_topic_score_gemma":0.00004948605,"domain_scores_codex":[0.9986756,0.00001790798,0.0003640772,0.0001931064,0.0002218943,0.0005273821],"domain_scores_gemma":[0.9993033,0.0001850296,0.0000397417,0.0001725487,0.00002012493,0.0002792377],"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":[0.0000822861,0.001075603,0.0111487,0.0004271351,0.0002098833,0.00006927224,0.01116739,0.0729722,0.8987987,0.0001812259,0.0004031905,0.003464436],"study_design_scores_gemma":[0.0003758529,0.00003504301,0.02536958,0.0002628682,0.00003670461,0.0000029179,0.0002933507,0.03052731,0.9346501,0.00004245217,0.007990484,0.0004133134],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8758748,0.0004654067,0.00001632664,0.0001376654,0.000391409,0.0001973493,0.000006791753,0.0003051643,0.1226051],"genre_scores_gemma":[0.9838525,0.00001616277,0.0155569,0.00008483764,0.000394001,0.00002326461,0.00001630412,0.00003654651,0.00001945773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1225857,"threshold_uncertainty_score":0.7259832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040161651908137,"score_gpt":0.2317812578890033,"score_spread":0.2213796413699219,"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."}}