{"id":"W4252451770","doi":"10.1142/s0219030318000150","title":"BIOBOARD","year":2018,"lang":"en","type":"article","venue":"Asia-Pacific Biotech News","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indonesian; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002438522,0.0001455497,0.0002201416,0.0001509387,0.000124201,0.0000249951,0.00009768445,0.0005923273,0.0005986972],"category_scores_gemma":[0.0000497929,0.0001051733,0.0001018723,0.0004797942,0.00114876,0.00004570121,0.00004401349,0.0003840166,0.0008261192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004623589,"about_ca_system_score_gemma":0.0001208909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007287263,"about_ca_topic_score_gemma":0.00002329283,"domain_scores_codex":[0.9987431,0.00002767017,0.0002528401,0.0003265809,0.000363276,0.0002865091],"domain_scores_gemma":[0.9990819,0.00002042637,0.00006633082,0.00046021,0.0001267518,0.0002444264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002210079,0.0002913725,0.0009489841,0.0001016455,0.0001041902,0.00004354469,0.0006463819,7.194338e-8,0.2550933,0.01388147,0.1152084,0.6134596],"study_design_scores_gemma":[0.0008260694,0.0005993914,0.00425737,0.00008983375,0.0000468402,0.00008753593,0.0005373724,0.0002931089,0.07008167,0.002601525,0.9203935,0.0001857723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0886871,0.001110558,0.01766771,0.4616464,0.003945115,0.001478881,0.00003085916,0.001103312,0.4243301],"genre_scores_gemma":[0.9861346,0.0001415559,0.005337395,0.001116033,0.001194272,0.000005931164,0.00003574836,0.00002592397,0.0060085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8974475,"threshold_uncertainty_score":0.9999518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357210101261492,"score_gpt":0.2972888538990827,"score_spread":0.2737167528864677,"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."}}