{"id":"W4248749301","doi":"10.1142/s0219030314000251","title":"BIOBOARD","year":2014,"lang":"en","type":"article","venue":"Asia-Pacific Biotech News","topic":"Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immune system; Poliomyelitis; Medicine; Immunology; Political science; Biology; Virology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001457307,0.0001591363,0.0002564392,0.0001452978,0.00007599108,0.00003323517,0.00009412945,0.0001436686,0.0004212638],"category_scores_gemma":[0.00007243871,0.0001201585,0.0001292583,0.0002771882,0.0001001011,0.00004322662,0.00004054434,0.0002512961,0.001194648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280307,"about_ca_system_score_gemma":0.00009842424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003805913,"about_ca_topic_score_gemma":0.0000737079,"domain_scores_codex":[0.9987339,0.00003676575,0.0001720331,0.0003377696,0.0003223756,0.0003971414],"domain_scores_gemma":[0.9989657,0.00003261232,0.00003692528,0.0005970016,0.00004567474,0.0003220527],"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":[0.000532778,0.0005579541,0.009032812,0.0001126612,0.0002258177,0.0001512415,0.0001840191,7.890094e-7,0.04455598,0.002834171,0.1679832,0.7738285],"study_design_scores_gemma":[0.00173544,0.0008567973,0.003125393,0.00004885653,0.0000423333,0.00008938061,0.0002620569,0.00007076753,0.05902676,0.0003619819,0.9342346,0.0001456726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1557795,0.002468495,0.005362992,0.1034999,0.001008396,0.002524583,0.0000795533,0.001075519,0.7282011],"genre_scores_gemma":[0.9885463,0.000288922,0.002298863,0.0003421791,0.0003480868,0.00004354582,0.00004504626,0.00002972225,0.00805731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8327668,"threshold_uncertainty_score":0.9995831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889970410906686,"score_gpt":0.2918991370799777,"score_spread":0.2729994329709108,"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."}}