{"id":"W4240626736","doi":"10.1142/s0219030314000172","title":"BIOBOARD","year":2014,"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":"Malaria; Political science; Medicine; Immunology","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":[0.001074896,0.00127478,0.0006307806,0.001599266,0.001795496,0.005293818,0.001587938,0.002529565,0.8165873],"category_scores_gemma":[0.00373741,0.0004620798,0.0007006159,0.001218564,0.0005377951,0.003322832,0.003043778,0.001968126,0.628607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051469,"about_ca_system_score_gemma":0.001873451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002784609,"about_ca_topic_score_gemma":0.004098882,"domain_scores_codex":[0.9989183,0.0001088128,0.00005936533,0.0002438412,0.000540483,0.0001291222],"domain_scores_gemma":[0.9976442,0.0002457449,0.000104008,0.000368237,0.001019335,0.0006183107],"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":[0.0001033565,0.00004283072,0.0003033875,0.0001832179,0.00000688,0.0001244265,0.0001021246,0.00008271931,0.001184691,0.006303032,0.8377249,0.1538383],"study_design_scores_gemma":[0.000004486651,0.000009431877,0.000146622,0.00002411923,0.000001394513,0.0000418463,0.00002897649,0.00002677382,0.0001253453,0.0003874624,0.9992008,0.000002743728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008298564,0.001827679,0.002728338,0.006448494,0.007617969,0.0002584812,0.00514573,0.003265237,0.9718782],"genre_scores_gemma":[0.003451338,0.001208386,0.001357124,0.00235792,0.0006932758,0.00009992855,0.003844424,0.0007463351,0.9862412],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8165873,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008642890288355303,"score_gpt":0.2329530812389789,"score_spread":0.2243101909506236,"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."}}