{"id":"W7095181917","doi":"","title":"Contents Contents i Acknowledgements iv","year":2015,"lang":"en","type":"article","venue":"","topic":"Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Keying; Phase (matter); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001006492,0.0005646438,0.0003370654,0.001770384,0.001542845,0.002872465,0.001017916,0.001224237,0.1183722],"category_scores_gemma":[0.008507228,0.0002952621,0.0005822326,0.001349003,0.0005939614,0.002560155,0.002230149,0.00208964,0.04293313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002456119,"about_ca_system_score_gemma":0.001762324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003560617,"about_ca_topic_score_gemma":0.003147474,"domain_scores_codex":[0.9989305,0.0001849282,0.00006094795,0.0001447702,0.0005268611,0.0001520432],"domain_scores_gemma":[0.9955938,0.0008770566,0.0002784468,0.000436251,0.002438895,0.0003756113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001654406,0.00004244877,0.000623657,0.0004889947,0.00002398335,0.0002812278,0.0004630897,0.001281203,0.002542181,0.1472023,0.7655025,0.08138292],"study_design_scores_gemma":[0.00001132491,0.00003428497,0.0006823127,0.0004680443,0.00001283998,0.0001425375,0.0002893431,0.0003562438,0.001389271,0.04103027,0.9555585,0.00002508591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00740885,0.03421446,0.02276795,0.1043525,0.1015022,0.0002907193,0.004495109,0.000861902,0.7241064],"genre_scores_gemma":[0.07314088,0.04385638,0.01290097,0.01322257,0.0309695,0.0002797344,0.00442783,0.0007169158,0.8204852],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8816278,"threshold_uncertainty_score":0.3959945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04913531717317945,"score_gpt":0.2436705317317935,"score_spread":0.1945352145586141,"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."}}