{"id":"W2084639291","doi":"10.1364/wsof.2013.f3.1","title":"When a Friend Becomes a Foe: The Optical Fiber Fuse","year":2013,"lang":"en","type":"article","venue":"","topic":"Integrated Circuits and Semiconductor Failure Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Fuse (electrical); Optical fiber; Fiber; Computer science; Optical fiber cable; Optoelectronics; Materials science; Electrical engineering; Optics; Telecommunications; Physics; Engineering; Composite material","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005268219,0.0001182654,0.0001282628,0.00004439114,0.00004731861,0.000120354,0.0001781203,0.0000675861,0.02024087],"category_scores_gemma":[0.00001505988,0.00006396813,0.00009126766,0.0001147652,0.00003138408,0.00015404,0.00001465365,0.000173592,0.002400551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000219327,"about_ca_system_score_gemma":0.000006972486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000284204,"about_ca_topic_score_gemma":0.00009490541,"domain_scores_codex":[0.9994038,0.00001002411,0.0001456986,0.0001070339,0.0001061054,0.0002273396],"domain_scores_gemma":[0.9995627,0.00005544322,0.000008078442,0.0002586805,0.00005157633,0.00006346799],"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":[0.000001462231,0.00004301572,0.0002705127,0.0000227994,0.000750456,0.00000863782,0.002856988,0.001239092,0.02407585,0.02876616,0.9076414,0.03432367],"study_design_scores_gemma":[0.0006502679,0.00007033928,0.001288492,0.00002981813,0.0003423424,0.00004554445,0.004472539,0.1030695,0.03067273,0.01082386,0.8474331,0.001101485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.59846,0.0003863684,0.001932881,0.003735245,0.0002443444,0.0002898685,0.000004860309,0.0005480053,0.3943985],"genre_scores_gemma":[0.9862818,0.0000113764,0.0006017781,0.0002639536,0.00008531528,0.00003714016,0.000004874016,0.00002124855,0.01269251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3878219,"threshold_uncertainty_score":0.9983762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008160954343534838,"score_gpt":0.184956446439961,"score_spread":0.1767954920964261,"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."}}