{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"2cc73f0ab1e7","filters":{"venue":"International Conference on Optical Internet"}},"results":[{"id":"W2123024675","doi":"","title":"Optical connections, independent of physics","year":2008,"lang":"en","type":"article","venue":"International Conference on Optical Internet","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Baud; Polarization mode dispersion; Optical performance monitoring; Physics; Optics; Transmission system; Transmission (telecommunications); Dispersion (optics); Spectral efficiency; Optical communication; Electronic engineering; Optical cross-connect; Polarization (electrochemistry); Computer science; Telecommunications; Optoelectronics; Optical fiber; Wavelength-division multiplexing; Engineering","authors":[{"name":"Kim Roberts","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05242161101906229,"gpt":0.2698583831112666,"spread":0.2174367720922044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000845332,0.0004409109,0.0002844163,0.0009052649,0.00218098,0.004127434,0.0009078303,0.001389907,0.02423373],"category_scores_gemma":[0.002710281,0.0004759001,0.0002730076,0.001007615,0.002347388,0.007120639,0.002706906,0.001485185,0.008939919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009613305,"about_ca_system_score_gemma":0.002101144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171788,"about_ca_topic_score_gemma":0.001237614,"domain_scores_codex":[0.9988158,0.00009129521,0.00004658387,0.0002570128,0.0006600058,0.0001293831],"domain_scores_gemma":[0.9983774,0.0002552073,0.0001814471,0.0005373029,0.0004400198,0.0002085764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001016135,0.0001513173,0.001690077,0.0002800111,0.00003347957,0.0003449863,0.0005474054,0.0008775903,0.02321545,0.7558596,0.04513022,0.1717683],"study_design_scores_gemma":[0.00003378951,0.00008464955,0.001782268,0.0001414094,0.00003462484,0.0008504979,0.0002279426,0.001747988,0.004909515,0.142544,0.8476057,0.00003754854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04710745,0.01024302,0.08438111,0.01476421,0.004820277,0.0003492876,0.0006821953,0.002512354,0.8351401],"genre_scores_gemma":[0.520636,0.01439268,0.04411277,0.004727825,0.003756892,0.000412928,0.0009355512,0.0004365263,0.4105888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02423373,"threshold_uncertainty_score":0.08106989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}