{"id":"W4245551144","doi":"10.1142/s0219030316000069","title":"BIOBOARD","year":2016,"lang":"en","type":"article","venue":"Asia-Pacific Biotech News","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Executive director; Management; Political science; Business; Economics","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":["insufficient_payload"],"category_scores_codex":[0.0001820976,0.0001616036,0.0002530658,0.00006104745,0.0001020185,0.00001993266,0.0001010957,0.0001622991,0.001071526],"category_scores_gemma":[0.0002066778,0.00008766872,0.0001109768,0.0002246466,0.0001449331,0.0001203738,0.00006997016,0.0002097672,0.001569822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005811617,"about_ca_system_score_gemma":0.00003685448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004450568,"about_ca_topic_score_gemma":0.000007965037,"domain_scores_codex":[0.9988453,0.00003885165,0.0002133768,0.0003137187,0.0002272768,0.0003614275],"domain_scores_gemma":[0.9991372,0.0001586779,0.00006877157,0.0003532755,0.00004624696,0.0002358354],"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":[0.0003430577,0.0001646501,0.005289202,0.00003520438,0.000144607,0.00007817037,0.00006429583,1.4643e-8,0.1929572,0.001017109,0.1090236,0.6908829],"study_design_scores_gemma":[0.0009513212,0.0001924958,0.001800512,0.00005293114,0.00007017529,0.00006040345,0.0003003725,0.000003519344,0.06604248,0.0002260642,0.9301614,0.0001383844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0530256,0.003381222,0.002143439,0.4344199,0.001132856,0.0008017438,0.00004172944,0.0005581525,0.5044953],"genre_scores_gemma":[0.9831098,0.00373579,0.001572677,0.001491555,0.0004468572,0.00001704239,0.00000298955,0.00002574381,0.009597551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9300842,"threshold_uncertainty_score":0.9998416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05628576421995748,"score_gpt":0.3449706430015194,"score_spread":0.288684878781562,"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."}}