{"id":"W4247258010","doi":"10.1142/s0219030312000638","title":"BIOBOARD","year":2012,"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":"Scholarship; Political science; Asia pacific; Library science; International trade; Business; Law; Computer science","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":[0.001428963,0.001210641,0.0007142656,0.001525561,0.00128553,0.004866697,0.001754778,0.002743542,0.7351755],"category_scores_gemma":[0.004566363,0.0004754671,0.0007124548,0.001121188,0.0004978934,0.00238075,0.00185584,0.002208936,0.505645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223475,"about_ca_system_score_gemma":0.002663239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002664787,"about_ca_topic_score_gemma":0.004121891,"domain_scores_codex":[0.9985951,0.0001548382,0.00008813711,0.0002779348,0.0007058817,0.0001780901],"domain_scores_gemma":[0.9969137,0.0003037972,0.000150438,0.0003415264,0.001404843,0.0008856747],"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":[0.0001394245,0.00005054496,0.0001931283,0.0001252892,0.000005964385,0.0001256329,0.00003438452,0.00007024778,0.0008188362,0.004025931,0.8853619,0.1090487],"study_design_scores_gemma":[0.00001149359,0.00002120273,0.0001417691,0.0000227172,0.000002020551,0.00006998519,0.00001642694,0.00002906727,0.0001929607,0.000417354,0.9990721,0.000002845648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009276069,0.003028066,0.00271621,0.01500768,0.009967167,0.0004160913,0.008608984,0.003108994,0.9562192],"genre_scores_gemma":[0.004513173,0.001943622,0.001327923,0.004625041,0.001162505,0.0001311032,0.006679984,0.0007607486,0.978856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7351755,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535908206967101,"score_gpt":0.2566526014366635,"score_spread":0.2412935193669924,"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."}}