{"id":"W4255287482","doi":"10.1126/science.304.5678.1743d","title":"New Ventures","year":2004,"lang":"en","type":"article","venue":"Science","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":[],"consensus_categories":[],"category_scores_codex":[0.00005492751,0.00002087213,0.00003078994,0.00004774735,0.00006160921,0.000003465786,0.00007578343,0.0002652184,0.0000448551],"category_scores_gemma":[0.00003419182,0.00001426112,0.00001079904,0.0002950854,0.0002363671,0.00003009095,0.0000176226,0.0003885181,0.0001140068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001480364,"about_ca_system_score_gemma":0.0002170315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009948916,"about_ca_topic_score_gemma":0.000001109537,"domain_scores_codex":[0.9997075,5.165307e-7,0.00002856473,0.00008524315,0.0000849862,0.00009317727],"domain_scores_gemma":[0.999822,0.000001405665,0.00000655999,0.0001044044,0.00001070551,0.00005491973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000528587,0.0001170151,0.002749388,0.00001605148,0.00001866017,0.0002009439,0.0008594777,0.00006355912,0.6032733,0.276095,0.005290902,0.1112629],"study_design_scores_gemma":[0.001381412,0.0003410371,0.07749999,0.0001051829,0.00002366452,0.0004384341,0.00009933258,0.00001182997,0.7771565,0.02760931,0.1152153,0.0001180105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7725353,0.002817523,0.006918436,0.17073,0.001171968,0.0001735967,2.388524e-7,0.0002951331,0.04535781],"genre_scores_gemma":[0.9941832,0.00006969346,0.003693833,0.001035284,0.00003060805,2.312253e-7,1.00228e-7,0.000001070115,0.000985908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2484857,"threshold_uncertainty_score":0.2045607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005933528598073932,"score_gpt":0.2664386194531676,"score_spread":0.2605050908550937,"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."}}