{"id":"W2083853253","doi":"10.1023/b:jmsc.0000013907.19650.f7","title":"Novel approach to reducing stress-caused birefringence in polymers","year":2004,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Materials science; Solid mechanics; Birefringence; Polymer; Stress (linguistics); Composite material; Polymer science; Optics","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":[0.0006247328,0.0001140915,0.0002165472,0.0003891945,0.00004423398,0.00008296608,0.0004583831,0.00003220197,0.00001057112],"category_scores_gemma":[0.000148755,0.0001024616,0.00002117565,0.0006925036,0.0001064358,0.0005340435,0.0000441004,0.0001049317,0.00000830692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002736317,"about_ca_system_score_gemma":0.0000963822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000213649,"about_ca_topic_score_gemma":0.000001483026,"domain_scores_codex":[0.998665,0.000006672743,0.0004412264,0.0001531858,0.0003952044,0.0003387062],"domain_scores_gemma":[0.999496,0.00001693241,0.0001052927,0.0001645746,0.00006553734,0.0001516962],"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":[0.000005032884,0.0000172197,0.000009271605,0.000009861628,0.00000151665,0.000005088007,0.0004813454,0.4018721,0.5974036,0.00007509064,0.000001012706,0.0001188215],"study_design_scores_gemma":[0.0003576274,0.00003865462,0.002987461,0.0001722619,0.00000337685,0.0001087657,0.0003063525,0.0003416811,0.9954736,0.00006052627,0.0000138065,0.0001358819],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791877,0.00004943334,0.01914422,0.0000519759,0.0009004556,0.00007809125,0.000004452021,0.00002637945,0.000557236],"genre_scores_gemma":[0.9213174,0.00001290392,0.07852963,0.00002321582,0.00009366106,0.000001550703,9.773155e-8,0.00001543219,0.000006134671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4015304,"threshold_uncertainty_score":0.4178261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053064238119073,"score_gpt":0.2495401822129995,"score_spread":0.2290095398318087,"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."}}