{"id":"W4245551144","doi":"10.1142/s0219030316000069","title":"BIOBOARD","year":2016,"lang":"en","type":"article","venue":"Asia-Pacific Biotech News","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Executive director; Management; Political science; Business; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.00130066,0.001421989,0.0007527181,0.001515043,0.001739581,0.00538657,0.00139232,0.002748079,0.732506],"category_scores_gemma":[0.003675291,0.0005425535,0.0007842649,0.001163123,0.0006627644,0.003111224,0.002898915,0.002266224,0.5209095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347806,"about_ca_system_score_gemma":0.002727822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003557031,"about_ca_topic_score_gemma":0.006093041,"domain_scores_codex":[0.9984022,0.000162703,0.0001016223,0.0003015934,0.0008552275,0.0001766276],"domain_scores_gemma":[0.9971072,0.0002485552,0.0001357718,0.0003463191,0.001440177,0.0007219831],"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":[0.00009158966,0.00003079451,0.0002249208,0.0001667702,0.00000691755,0.0002019541,0.00008763534,0.00005698604,0.001143488,0.004866476,0.8770073,0.1161152],"study_design_scores_gemma":[0.000004221497,0.00001233149,0.0001386139,0.00002486922,0.000001637977,0.00006670936,0.00003537273,0.00001841452,0.0001747698,0.0002603543,0.9992599,0.000002823183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001010541,0.003938033,0.00178872,0.01400386,0.01104157,0.0002589672,0.004386072,0.001981331,0.9615908],"genre_scores_gemma":[0.003089158,0.00159741,0.0006309403,0.002869587,0.0006599846,0.00006664877,0.002907471,0.0003739928,0.9878047],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.732506,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05628576421995748,"score_gpt":0.3449706430015194,"score_spread":0.288684878781562,"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."}}