{"id":"W2231421683","doi":"10.1089/gen.31.21.06","title":"Biotech Takes Hit from Jittery Market in Q3","year":2011,"lang":"en","type":"article","venue":"Genetic Engineering & Biotechnology News","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ste. Anne's Hospital","funders":"","keywords":"Download; Management; Biology; Political science; Economics; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000114057,0.000265003,0.0002702487,0.000603664,0.00004117623,0.0000515896,0.0005953392,0.0005618091,0.0005500986],"category_scores_gemma":[0.000111161,0.0002766052,0.00007270787,0.0005365848,0.00007291697,0.0002146678,0.0002750334,0.0004256984,0.0003038944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003431246,"about_ca_system_score_gemma":0.000009607393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007323732,"about_ca_topic_score_gemma":0.000159465,"domain_scores_codex":[0.9986695,0.000004886534,0.0003130766,0.0004227709,0.000111392,0.000478342],"domain_scores_gemma":[0.9993559,0.00001871644,0.00009256559,0.0004994722,0.00001776294,0.00001562936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003239646,0.00114184,0.1502195,0.0007829082,0.0005478501,0.002133929,0.0008547824,0.0009731074,0.5406243,0.05116265,0.03315808,0.2180771],"study_design_scores_gemma":[0.00300888,0.0001185248,0.547031,0.0004147105,0.0001834912,0.00005036177,0.0005932191,0.02093951,0.07482751,0.01660247,0.3335468,0.002683575],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824003,0.001151523,0.009721257,0.001710411,0.0009899943,0.0002497337,0.000006085966,0.0008150711,0.00295565],"genre_scores_gemma":[0.9902136,0.0001165958,0.008474328,0.000587563,0.0004524793,0.0000265903,0.00001429154,0.00004666358,0.00006783962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4657968,"threshold_uncertainty_score":0.9999686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145045292837495,"score_gpt":0.1672597650910532,"score_spread":0.1527552358073037,"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."}}