{"id":"W7030190331","doi":"","title":"Newsbrief - SIGDERS project, Phase IV","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Social and Demographic Issues in Germany","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phase (matter); Yield (engineering); Work (physics); Noise (video)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01910095,0.001153097,0.0007586632,0.003909755,0.002289425,0.006304827,0.002345689,0.002365142,0.04025905],"category_scores_gemma":[0.01381837,0.0007247902,0.0007195947,0.002804081,0.001464987,0.001547107,0.004391036,0.001515618,0.01092517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00729305,"about_ca_system_score_gemma":0.0488514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.233656,"about_ca_topic_score_gemma":0.139841,"domain_scores_codex":[0.9937066,0.002214573,0.0003811934,0.0005618708,0.001776242,0.001359435],"domain_scores_gemma":[0.984575,0.002472957,0.001142997,0.001052614,0.005724536,0.005031864],"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":[0.01245775,0.003208084,0.04466192,0.003854642,0.0004780394,0.0006409271,0.006654184,0.001590153,0.006944003,0.01594301,0.6083053,0.295262],"study_design_scores_gemma":[0.003176544,0.001766966,0.1143584,0.001241576,0.0003136552,0.0001274448,0.006010418,0.0005061118,0.006446113,0.0008278015,0.8651455,0.0000794761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.2394087,0.01003928,0.006506081,0.03107615,0.003378497,0.01944593,0.4884105,0.001658124,0.2000767],"genre_scores_gemma":[0.2869265,0.004154927,0.01734508,0.007990715,0.0006996877,0.02285043,0.3045133,0.001086757,0.3544326],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.233656,"threshold_uncertainty_score":0.4645919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06853802658492605,"score_gpt":0.4533271848057805,"score_spread":0.3847891582208545,"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."}}