{"id":"W2073595136","doi":"10.1016/s0041-624x(00)00056-1","title":"Clad polymer buffer rods for polymer process monitoring","year":2001,"lang":"en","type":"article","venue":"Ultrasonics","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Rod; Materials science; Composite material; Peek; Buffer (optical fiber); Ultrasonic sensor; Core (optical fiber); Polymer; Extrusion; Cladding (metalworking); Acoustics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002020949,0.0001707702,0.0001834569,0.00007127603,0.0002159303,0.00009966793,0.0002515365,0.00009754099,0.0005114335],"category_scores_gemma":[0.0001218078,0.0001544805,0.00006588936,0.0002842213,0.00003905672,0.0002455247,0.00001578294,0.00009133628,0.0001643522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005811368,"about_ca_system_score_gemma":0.00009319436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003524484,"about_ca_topic_score_gemma":0.000003291447,"domain_scores_codex":[0.9986186,0.00002389259,0.00026683,0.0003297029,0.0002648782,0.0004960743],"domain_scores_gemma":[0.9992576,0.0001543572,0.0000930054,0.0002513087,0.0001039327,0.0001397578],"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":[0.0001048948,0.0001435976,0.009112777,0.00003170351,0.00001353536,0.000004486415,0.0008685494,0.00007367339,0.9814153,0.00372474,0.0003718509,0.004134841],"study_design_scores_gemma":[0.0007170633,0.000088031,0.001513064,0.00002206304,0.00002355027,0.00001688924,0.0001732158,0.0005295951,0.9861091,0.0006622266,0.009817489,0.0003276966],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868519,0.001594162,0.00534044,0.0002540393,0.0008209367,0.0002500201,0.00001904573,0.0002060929,0.004663389],"genre_scores_gemma":[0.9944112,0.00006090534,0.0005052784,0.0002439192,0.0005089449,0.00007022889,0.00000861748,0.00003156762,0.00415936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009445638,"threshold_uncertainty_score":0.6299533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095892673070954,"score_gpt":0.2913350136570257,"score_spread":0.2703760869263162,"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."}}