{"meta":{"query_hash":"2073f6c93f24","filters":{"venue":"Australian Conference on Optical Fibre Technology"},"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/2073f6c93f24","api":"https://metacan.xera.ac/api/v1/cohort?venue=Australian+Conference+on+Optical+Fibre+Technology"},"results":[{"id":"W1685780696","doi":"","title":"Time-domain holograms for high-speed optical signal generation and processing","year":2014,"lang":"en","type":"article","venue":"Australian Conference on Optical Fibre Technology","topic":"Photorefractive and Nonlinear Optics","field":"Physics and Astronomy","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Holography; Computer science; Waveform; Signal processing; Time domain; Domain (mathematical analysis); SIGNAL (programming language); Frequency domain; Field (mathematics); Optics; Digital signal processing; Telecommunications; Physics; Computer vision; Computer hardware","score_opus":0.03181160173648383,"score_gpt":0.2907021541762957,"score_spread":0.25889055243981185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1685780696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95983714,0.0000024771869,0.03248833,0.005308005,0.000045645826,0.00032529538,0.00003522644,0.00011020257,0.0018476513],"genre_scores_gemma":[0.9711965,6.8167765e-7,0.027765892,0.00006570478,0.00030786445,0.00003670693,0.00010468936,0.000021873298,0.000500124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99878675,0.000024398376,0.00023644627,0.00042881272,0.0001106765,0.00041294296],"domain_scores_gemma":[0.99937624,0.00008818962,0.000075982825,0.00021090602,0.00012928223,0.00011939321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014525153,0.00022322791,0.0003030827,0.000101249985,0.00014015842,0.000088282206,0.00017567376,0.00025807324,0.00018709437],"category_scores_gemma":[0.000029569812,0.00020030687,0.000046980793,0.00013711741,0.00046362265,0.00010366087,0.00005482129,0.00032314792,0.000072643394],"study_design_candidate":"bench_or_experimental","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":[0.00006878871,0.00017424572,0.00038934735,0.000014567305,0.0000390406,0.0000022402876,0.00002641467,0.000006653991,0.29856226,0.59972984,0.00030290635,0.10068368],"study_design_scores_gemma":[0.0025738163,0.0033083267,0.0005441159,0.000107754466,0.0001209731,0.0000157635,0.0004075173,0.037387274,0.77531654,0.17333136,0.005920622,0.0009659168],"about_ca_topic_score_codex":0.0000045684333,"about_ca_topic_score_gemma":0.0000011751572,"teacher_disagreement_score":0.4767543,"about_ca_system_score_codex":0.000016466767,"about_ca_system_score_gemma":0.000050700302,"threshold_uncertainty_score":0.81682765},"labels":[],"label_agreement":null},{"id":"W2755139907","doi":"","title":"Tuneable photonic bandgap structures","year":2014,"lang":"en","type":"article","venue":"Australian Conference on Optical Fibre Technology","topic":"Photonic and Optical Devices","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":"Photonic crystal; Optoelectronics; Photonic bandgap; Photonics; Band gap; Materials science","score_opus":0.020285158279024065,"score_gpt":0.2475753289481082,"score_spread":0.22729017066908414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755139907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7148054,0.00006768209,0.0022310328,0.0055885552,0.00060279825,0.00035842706,0.00002178693,0.0027660755,0.2735582],"genre_scores_gemma":[0.9958795,0.00003578912,0.0030135189,0.00012468846,0.00004798373,0.000027148371,0.0000082738115,0.000032865606,0.0008302798],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99852306,0.000014724922,0.00027185504,0.00035920806,0.00017347149,0.0006576549],"domain_scores_gemma":[0.99915093,0.00007725733,0.00002402864,0.0005216996,0.00004755276,0.00017854669],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008346846,0.000290865,0.00036301912,0.00017423095,0.00006498276,0.000063804764,0.00049118255,0.00051632087,0.001133758],"category_scores_gemma":[0.00008110083,0.00025605218,0.00006679153,0.00029713384,0.0003278148,0.00008951687,0.00005982137,0.0006226384,0.0007063646],"study_design_candidate":"theoretical_or_conceptual","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":[0.000011417166,0.000018944242,0.000075549666,0.00004937975,0.000033687716,0.000011694092,0.000010588404,0.00037305738,0.01632276,0.97041243,0.00089177664,0.011788689],"study_design_scores_gemma":[0.0014459806,0.0012928807,0.0025950838,0.0002311846,0.000086771004,0.00011095267,0.00021908697,0.08620246,0.49616155,0.2832065,0.12685695,0.0015906082],"about_ca_topic_score_codex":0.0000060000643,"about_ca_topic_score_gemma":0.000010708114,"teacher_disagreement_score":0.687206,"about_ca_system_score_codex":0.00004642686,"about_ca_system_score_gemma":0.000026167749,"threshold_uncertainty_score":0.99998915},"labels":[],"label_agreement":null}]}