{"id":"W2126563943","doi":"","title":"The Value of a New Biotechnology Considering R&D Investment and Regulatory Issues","year":2015,"lang":"en","type":"article","venue":"MOspace Institutional Repository (University of Missouri)","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Value (mathematics); Business; Biotechnology; Economics; Risk analysis (engineering); Biology; Political science; Computer science; Law","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":[0.0001333742,0.00007654103,0.0001755433,0.00006120074,0.0002703301,0.00000268008,0.0001016905,0.0008127601,0.000003068567],"category_scores_gemma":[0.00008152819,0.00006642393,0.00004823623,0.0001120857,0.001513092,0.00004750926,0.0001042983,0.0004549623,0.000002126673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007906777,"about_ca_system_score_gemma":0.0005152041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005298875,"about_ca_topic_score_gemma":0.00002169481,"domain_scores_codex":[0.9994608,0.00002284855,0.0001050743,0.0001444405,0.0001653948,0.0001014517],"domain_scores_gemma":[0.9994346,0.00003047868,0.0001092034,0.0002276066,0.00008496286,0.0001130991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001119804,0.0002178763,0.009714708,0.0001726135,0.0009890466,0.0008483318,0.004376845,0.0008657159,0.08826116,0.8625892,0.02799728,0.002847383],"study_design_scores_gemma":[0.005447659,0.001119813,0.03049266,0.0007103612,0.0005512934,0.003130588,0.01584923,0.001951713,0.2121038,0.009293841,0.7189583,0.0003908178],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507924,0.007368056,0.0003865593,0.03733645,0.0001578095,0.0001311297,0.000001041261,0.00005726923,0.003769278],"genre_scores_gemma":[0.986933,0.0007308173,0.00524792,0.00009757628,0.00002931288,1.281051e-7,0.000001396512,0.000004148671,0.006955689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8532954,"threshold_uncertainty_score":0.6268751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596922747182062,"score_gpt":0.2155889392619262,"score_spread":0.1996197117901056,"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."}}