{"id":"W4206829253","doi":"10.1142/s0219030309000767","title":"Bioboard","year":2009,"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":"China; Mainland China; Population; Geography; Medicine; Socioeconomics; Environmental health","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":[0.0009433011,0.001478866,0.00083095,0.001935769,0.001666652,0.004796023,0.001697848,0.00246061,0.7431915],"category_scores_gemma":[0.002550417,0.0005900276,0.0008966282,0.001457445,0.0004631979,0.003807821,0.003098062,0.002131831,0.5778419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009776349,"about_ca_system_score_gemma":0.001728262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00245599,"about_ca_topic_score_gemma":0.003868421,"domain_scores_codex":[0.998901,0.00009933017,0.00006664154,0.0002507876,0.0005544199,0.0001277928],"domain_scores_gemma":[0.9983199,0.0001589635,0.00008068233,0.0002674413,0.0007657701,0.0004071037],"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":[0.0001415909,0.00007632328,0.0003398789,0.0004101056,0.00001268266,0.0002010573,0.0001330536,0.0002203661,0.002914686,0.01014141,0.7737535,0.2116554],"study_design_scores_gemma":[0.000006571139,0.00001624697,0.0001744907,0.00004336869,0.000002964142,0.00006964672,0.0000349717,0.00006208564,0.0003440146,0.000753852,0.9984866,0.000005080549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001197171,0.002967793,0.004870465,0.003894841,0.005578463,0.0002920181,0.006840331,0.0041491,0.9702098],"genre_scores_gemma":[0.005161711,0.002550317,0.002772601,0.002041487,0.0005686189,0.0001564746,0.007191753,0.001215382,0.9783417],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7431915,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033631953544102,"score_gpt":0.2499845868096279,"score_spread":0.2396482672741869,"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."}}