{"id":"W7023143784","doi":"","title":"Chianese, Dominic","year":2008,"lang":"en","type":"article","venue":"DigitalResearch@Fordham (Fordham University)","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Judaism; Singing; Ridiculous; Biography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001073494,0.0003050238,0.0003150126,0.0005655292,0.0003056656,0.00007068126,0.0006603084,0.000154442,0.0002027384],"category_scores_gemma":[0.00003999255,0.0003290028,0.0002015543,0.001144951,0.0003509178,0.0008946243,0.0002601561,0.0004514694,0.000474597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002522548,"about_ca_system_score_gemma":0.0001367494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001065642,"about_ca_topic_score_gemma":0.0000253271,"domain_scores_codex":[0.9980567,0.00002291002,0.0002218946,0.0003512445,0.0004716566,0.0008755943],"domain_scores_gemma":[0.9987993,0.0001058893,0.00003045985,0.0005218755,0.0001109082,0.0004315735],"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":[0.005090704,0.007049573,0.07772229,0.004926207,0.007905164,0.1100246,0.024737,0.07065538,0.05666164,0.1625058,0.3180254,0.1546963],"study_design_scores_gemma":[0.002683088,0.0003367772,0.005074568,0.00006358433,0.00002967013,0.0005824709,0.00126711,0.0109209,0.001559794,0.0008783719,0.9753922,0.001211425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7242219,0.0001184818,0.0008991089,0.00005382001,0.0002096624,0.0003055246,0.000104804,0.0007544273,0.2733322],"genre_scores_gemma":[0.9806853,0.0006484486,0.0001873436,0.00002434,0.00007965366,0.00000271786,0.00007419544,0.00006903493,0.01822899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6573669,"threshold_uncertainty_score":0.9999162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552916339909429,"score_gpt":0.1545745902915603,"score_spread":0.139045426892466,"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."}}