{"meta":{"query_hash":"e5a00b248f5d","filters":{"venue":"Seventh European Workshop on Optical Fibre Sensors"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/e5a00b248f5d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Seventh+European+Workshop+on+Optical+Fibre+Sensors"},"results":[{"id":"W2970200611","doi":"10.1117/12.2541342","title":"Towards a better understanding of the ROGUE","year":2019,"lang":"en","type":"article","venue":"Seventh European Workshop on Optical Fibre Sensors","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Grating; Bandwidth (computing); Computer science; Optics; Laser; Ultrashort pulse; Materials science; Optoelectronics; Electronic engineering; Physics; Telecommunications; Engineering","score_opus":0.021630008003376607,"score_gpt":0.22824659572983963,"score_spread":0.20661658772646302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970200611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62005275,0.01056396,0.34621358,0.0026033504,0.00013549654,0.00006293571,0.0001705079,0.0003420219,0.019855455],"genre_scores_gemma":[0.93573606,0.0033113256,0.05728311,0.0005123374,0.00007959077,0.000034760025,0.00012292205,0.00008941568,0.0028304379],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996056,0.000071383685,0.00001395618,0.000113683745,0.00013816555,0.00005736174],"domain_scores_gemma":[0.9992367,0.00024272985,0.00016078968,0.00016940138,0.00015621592,0.000034262746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008635148,0.00037819005,0.00045305263,0.00065205235,0.0003017667,0.0013487096,0.00085479184,0.0010527967,0.0012594284],"category_scores_gemma":[0.0013380725,0.00033269593,0.0002781065,0.00024034455,0.0014692338,0.0029273566,0.0007315163,0.0014301424,0.0005080798],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009007198,0.00011872541,0.005360056,0.0002464568,0.000039997572,0.00024894136,0.00043902837,0.0068892324,0.8966217,0.061956633,0.00042293686,0.027566195],"study_design_scores_gemma":[0.000030837873,0.0010201327,0.02287741,0.00015445871,0.00006407807,0.0029768255,0.001362122,0.1822984,0.6679513,0.0865217,0.03456562,0.00017711075],"about_ca_topic_score_codex":0.00033146184,"about_ca_topic_score_gemma":0.0003477169,"teacher_disagreement_score":0.0013487096,"about_ca_system_score_codex":0.00042924573,"about_ca_system_score_gemma":0.00025106227,"threshold_uncertainty_score":0.004566729},"labels":[],"label_agreement":null},{"id":"W2970899631","doi":"10.1117/12.2541323","title":"Extruded optical fiber triplets for 3D shape sensing for minimally invasive surgery","year":2019,"lang":"en","type":"article","venue":"Seventh European Workshop on Optical Fibre Sensors","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Invasive surgery; Optical fiber; Computer science; Fiber; Materials science; Medicine; Surgery; Composite material; Telecommunications","score_opus":0.023624992718353298,"score_gpt":0.24419868223545954,"score_spread":0.22057368951710624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970899631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6965682,0.0052396413,0.29156092,0.00029952262,0.0003211047,0.000137855,0.0002158142,0.0009625156,0.0046944553],"genre_scores_gemma":[0.7431505,0.0021241265,0.25046048,0.00011165246,0.000077545155,0.00004999525,0.00021225004,0.00012306463,0.0036904344],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996588,0.00002919311,0.000021891045,0.00006657403,0.00020043658,0.000023078328],"domain_scores_gemma":[0.99958795,0.00007036239,0.00018066964,0.00005332426,0.00008060919,0.000027184118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002869818,0.00042897818,0.00027738838,0.00035667044,0.00019671235,0.00030566,0.00044618882,0.0005765276,0.0007956094],"category_scores_gemma":[0.00050135585,0.00028482437,0.00027166333,0.00025610262,0.00033027044,0.00061882427,0.0004068197,0.0006410274,0.0004008699],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003134913,0.000012276122,0.00015707982,0.00004308936,0.0000037486145,0.00006643159,0.000029974604,0.0003576445,0.988283,0.0002959756,0.000072276314,0.01064723],"study_design_scores_gemma":[0.000013643075,0.00051870866,0.0017855454,0.000016283822,0.000013956693,0.0008960007,0.000030223977,0.005954032,0.98263055,0.00020710891,0.007906086,0.00002794536],"about_ca_topic_score_codex":0.00027817892,"about_ca_topic_score_gemma":0.00074945606,"teacher_disagreement_score":0.0007956094,"about_ca_system_score_codex":0.00023936556,"about_ca_system_score_gemma":0.00018489208,"threshold_uncertainty_score":0.0026615858},"labels":[],"label_agreement":null}]}