{"meta":{"query_hash":"8542d4deed2b","filters":{"venue":"JOptT"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/8542d4deed2b","api":"https://metacan.xera.ac/api/v1/cohort?venue=JOptT"},"results":[{"id":"W3028431737","doi":"","title":"Admittance Diagrams of Accidental and Premeditated Optical Inhomogeneities in Coatings","year":2002,"lang":"en","type":"article","venue":"JOptT","topic":"Optical Coatings and Gratings","field":"Materials Science","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":"Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Optics; Admittance; Layer (electronics); Reflectivity; Reflection (computer programming); Envelope (radar); Wavelength; Homogeneous; Accidental; Optoelectronics; Physics; Composite material; Acoustics; Computer science","score_opus":0.01633919080200318,"score_gpt":0.23131593780498422,"score_spread":0.21497674700298103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028431737","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":[0.8571648,0.00039448866,0.12923683,0.0002558279,0.00007052606,0.00004984752,0.00014642341,0.0011201481,0.011561194],"genre_scores_gemma":[0.99141324,0.00010136536,0.00747374,0.000031319876,0.000005813752,0.000016803457,0.000038555496,0.000081027196,0.00083813776],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981564,0.000029044722,0.000011622881,0.00001949013,0.00008500307,0.00003918247],"domain_scores_gemma":[0.99909115,0.00042494808,0.00018416357,0.00009091276,0.00015725884,0.00005171001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036314045,0.00029529392,0.00018077281,0.00074128225,0.00025566152,0.0008107608,0.0003995424,0.0004149867,0.0028042851],"category_scores_gemma":[0.0017028084,0.00013832952,0.00019424352,0.0003227096,0.0005148484,0.0006319854,0.00036768033,0.00078472355,0.00019861628],"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":[0.00058647065,0.000062597624,0.0020064765,0.0001293346,0.000023834815,0.0008260448,0.00043995766,0.025313772,0.8899532,0.04767123,0.0005454796,0.03244161],"study_design_scores_gemma":[0.00006320243,0.00037931386,0.013474338,0.000032898803,0.00003512596,0.00102304,0.00025637526,0.27440372,0.67214775,0.03341786,0.004695615,0.000070854956],"about_ca_topic_score_codex":0.0006254793,"about_ca_topic_score_gemma":0.00037101688,"teacher_disagreement_score":0.0028042851,"about_ca_system_score_codex":0.00045332572,"about_ca_system_score_gemma":0.00017046189,"threshold_uncertainty_score":0.009381235},"labels":[],"label_agreement":null}]}