{"id":"W4231794843","doi":"10.1088/1755-1315/582/1/011003","title":"Virtual Disclaimer","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Advanced Technologies in Various Fields","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disclaimer; Gratitude; Presentation (obstetrics); Library science; Service (business); Work (physics); Political science; Engineering; Psychology; Computer science; Law; Medicine; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.00008456306,0.0001525431,0.0001268175,0.00003914858,0.0003475626,0.000205747,0.001201875,0.0000570359,0.00008325052],"category_scores_gemma":[0.00005608656,0.0001347011,0.00002078604,0.0003173466,0.001732882,0.001752198,0.00130843,0.0001904142,0.00006823064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001605938,"about_ca_system_score_gemma":0.00005137214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004456046,"about_ca_topic_score_gemma":0.000003372037,"domain_scores_codex":[0.9985074,0.00001202322,0.0001376979,0.0005983135,0.0003521836,0.0003923641],"domain_scores_gemma":[0.9992981,0.00001783898,0.00004995762,0.0003763057,0.000007016859,0.0002507582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001812118,0.0000340534,0.0008439218,0.000005768351,0.000005888367,0.00003447852,0.002885932,0.0001071938,0.339467,0.2730545,0.00005807838,0.383485],"study_design_scores_gemma":[0.0007157044,0.002136917,0.02624512,0.00002389668,0.000008938456,0.0001553574,0.004353738,0.02914813,0.8910403,0.01061695,0.03428614,0.001268795],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8114593,0.0001259312,0.1758533,0.006727412,0.0002352705,0.0001930873,0.00001064025,0.0004131685,0.004981878],"genre_scores_gemma":[0.9793258,0.0001750186,0.01947981,0.0008119905,0.00001845891,0.000006121259,0.000001201512,0.000004141833,0.0001775159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5515733,"threshold_uncertainty_score":0.6384875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357230322007144,"score_gpt":0.204469538406623,"score_spread":0.1908972351865516,"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."}}