{"id":"W2907498677","doi":"10.3390/s19040806","title":"Hollow Fiber Coupler Sensor","year":2019,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"British Columbia Knowledge Development Fund; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; CMC Microsystems","keywords":"Materials science; Fiber; Optoelectronics; Fiber optic sensor; Composite material","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005371627,0.0002353833,0.0002444102,0.00008850485,0.00002849567,0.00002142206,0.0001216152,0.0001264076,0.001854233],"category_scores_gemma":[0.00002299393,0.0002380344,0.00009165239,0.0002034386,0.00003456105,0.00009147766,0.00002118007,0.0002327091,0.01378347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000685864,"about_ca_system_score_gemma":0.000006881068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004124424,"about_ca_topic_score_gemma":0.000001630139,"domain_scores_codex":[0.9988608,0.00001314182,0.0002106615,0.0002587953,0.0002182462,0.0004383014],"domain_scores_gemma":[0.9992402,0.00009635086,0.00002476734,0.0004869869,0.00003840849,0.0001132538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002169515,0.00001679688,0.001158717,0.00007334556,0.00009707452,0.00005249803,0.0004234796,0.9726751,0.01861305,0.0002160675,0.003757175,0.002895019],"study_design_scores_gemma":[0.002697239,0.0001117903,0.006835755,0.0001053117,0.00006959435,0.0001826114,0.000948077,0.4091833,0.03837688,0.0002965154,0.5391495,0.002043466],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325638,0.00007848965,0.00007171891,0.00005638712,0.0007375335,0.0002371641,0.00001118817,0.0007268287,0.06551687],"genre_scores_gemma":[0.944768,0.00003645526,0.009300094,0.0001163836,0.0001814285,0.000007290126,0.00001199712,0.0001629356,0.04541544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5634918,"threshold_uncertainty_score":0.9990582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007284667009698699,"score_gpt":0.2068635946722957,"score_spread":0.199578927662597,"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."}}