{"id":"W4230421190","doi":"10.1142/s0219030307001589","title":"Bioboard","year":2007,"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":"China; Accreditation; Political science; Library science; Medicine; Engineering; Management; Medical education; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006232119,0.0001509646,0.000228884,0.000209817,0.00009057989,0.00001913752,0.000087995,0.0006882166,0.0002352304],"category_scores_gemma":[0.00005131031,0.0001118767,0.0001217073,0.0005353966,0.0004973878,0.00004259388,0.00003444304,0.0005344476,0.0002625997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000668083,"about_ca_system_score_gemma":0.00009403862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007473857,"about_ca_topic_score_gemma":0.00003269389,"domain_scores_codex":[0.9985556,0.00001738169,0.0003292933,0.000305962,0.0004294545,0.0003622831],"domain_scores_gemma":[0.9990889,0.00004353839,0.00007456687,0.0004011738,0.00007795828,0.0003138425],"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":[0.0002176022,0.0002709291,0.00141024,0.00009940999,0.00007059655,0.0001345609,0.0003488825,2.496866e-7,0.2150679,0.01268181,0.02521126,0.7444866],"study_design_scores_gemma":[0.001102904,0.0003155785,0.01565905,0.0000944032,0.00005314468,0.0001500779,0.001192706,0.0001049116,0.08385809,0.002117116,0.8951171,0.0002349098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1218821,0.002479099,0.08238667,0.3343133,0.003558496,0.001873578,0.00002443658,0.001280788,0.4522016],"genre_scores_gemma":[0.9868339,0.0001755664,0.006713413,0.0009031934,0.0005399658,0.000002751967,0.00004553057,0.000026454,0.004759228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8699058,"threshold_uncertainty_score":0.5308157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078134508944498,"score_gpt":0.298427752795949,"score_spread":0.2776464077065041,"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."}}