{"id":"W4235716843","doi":"10.1142/s0219030315000828","title":"BIOBOARD","year":2015,"lang":"en","type":"article","venue":"Asia-Pacific Biotech News","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Management; Political science; Health care; Medicine; Library science; Engineering; Family medicine; Law","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":[0.001229588,0.001396879,0.0007434754,0.001472797,0.001762968,0.005429109,0.001309916,0.00223829,0.7693737],"category_scores_gemma":[0.003356113,0.0005595851,0.0007148655,0.001180759,0.0006430139,0.003001733,0.00289864,0.001845664,0.5495262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223592,"about_ca_system_score_gemma":0.002410888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003254689,"about_ca_topic_score_gemma":0.005915041,"domain_scores_codex":[0.9984559,0.0001509129,0.0000969817,0.0003355839,0.0008097536,0.0001508778],"domain_scores_gemma":[0.9973284,0.0002427453,0.000125863,0.0004166034,0.001240401,0.0006459347],"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":[0.0001367811,0.00004503905,0.0004091151,0.0002224388,0.000009093172,0.0002301846,0.0001226181,0.0001005814,0.001981683,0.006407588,0.8334857,0.1568491],"study_design_scores_gemma":[0.000005565892,0.000013922,0.0001800595,0.00002521836,0.00000211214,0.00006968399,0.00003953346,0.00003443028,0.0002655832,0.0003225771,0.9990382,0.000003194748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001314815,0.002516895,0.002488301,0.007219927,0.006346441,0.0002496361,0.005373155,0.002679657,0.9718112],"genre_scores_gemma":[0.004278273,0.001189702,0.001070752,0.002000384,0.0004057375,0.00007443062,0.004065846,0.0005927727,0.9863222],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7693737,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02924314976163211,"score_gpt":0.2673343073317539,"score_spread":0.2380911575701218,"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."}}