{"id":"W4255252772","doi":"10.1142/s0219030309000093","title":"Bioboard","year":2009,"lang":"en","type":"article","venue":"Asia-Pacific Biotech News","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Geography; Socioeconomics; Environmental health; Medicine","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":[0.0003325278,0.0002302789,0.0004170489,0.0004228266,0.0001422316,0.0001272646,0.0003261352,0.0003175969,0.0006148181],"category_scores_gemma":[0.0001375658,0.0002282886,0.0002003249,0.0005471969,0.00007822552,0.0002042293,0.00002877223,0.0002764124,0.004361417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000721519,"about_ca_system_score_gemma":0.00002730237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000821535,"about_ca_topic_score_gemma":0.000008828096,"domain_scores_codex":[0.9984583,0.00002065873,0.000532394,0.0004510681,0.00005012346,0.0004874024],"domain_scores_gemma":[0.998957,0.00003519164,0.0002017907,0.0006081943,0.00001581416,0.0001820382],"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":[0.0002895876,0.0006978228,0.01310467,0.00003416811,0.0001510353,0.00008968794,0.001957546,0.00001331053,0.01537817,0.2651603,0.4034378,0.2996858],"study_design_scores_gemma":[0.0004972808,0.0003347069,0.007909035,0.00001573706,0.000005633102,0.00002293228,0.0005363834,0.0001106714,0.007177894,0.02054062,0.9623752,0.000473918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1458825,0.006094921,0.005967914,0.0435654,0.00127998,0.0005918136,0.0002727058,0.0005679951,0.7957768],"genre_scores_gemma":[0.9725764,0.000660432,0.002278189,0.0006116519,0.0002594929,0.000005225823,0.00001488313,0.00002689553,0.02356684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8266939,"threshold_uncertainty_score":0.9964138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706151870212374,"score_gpt":0.2363193476085386,"score_spread":0.2092578289064148,"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."}}