{"id":"W4233436017","doi":"10.1142/s021903030800044x","title":"Bioboard","year":2008,"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; Promotion (chess); Economic growth; Socioeconomics; Medicine; Political science; Geography; Politics; Sociology; Archaeology; 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":[0.0001589306,0.000153193,0.0002554002,0.0001561158,0.0001551133,0.00001044313,0.00008856149,0.0005900401,0.0002845091],"category_scores_gemma":[0.0000418188,0.0001129294,0.0001319772,0.0004571024,0.0007900032,0.0000482094,0.00003497815,0.0004965938,0.0003708489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004971503,"about_ca_system_score_gemma":0.0001634304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008098103,"about_ca_topic_score_gemma":0.000007091972,"domain_scores_codex":[0.9986917,0.00002752338,0.0002710415,0.0003125725,0.0004197765,0.0002774047],"domain_scores_gemma":[0.9991525,0.00002455948,0.00006570941,0.0004224871,0.00007376476,0.0002609684],"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":[0.0003696146,0.0009025526,0.006267507,0.0002410613,0.0002213687,0.0006822678,0.001713754,0.000001877436,0.2991149,0.01315314,0.239668,0.437664],"study_design_scores_gemma":[0.0013862,0.0003759242,0.01624821,0.00008607013,0.00004789295,0.0007630131,0.0005461192,0.0002899095,0.0384732,0.001230087,0.9402772,0.0002762191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2616935,0.003053911,0.01211683,0.4414765,0.002676937,0.001806174,0.00003642262,0.001378485,0.2757612],"genre_scores_gemma":[0.9856893,0.00082612,0.004484405,0.0007938502,0.0004075313,0.000007631604,0.0000511197,0.00002610541,0.007713975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7239957,"threshold_uncertainty_score":0.4766636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03441292113231335,"score_gpt":0.2761138325211418,"score_spread":0.2417009113888285,"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."}}