{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0104379,0.0003695706,0.0004443105,0.002029294,0.004558636,0.01964381,0.001448717,0.009951967,0.008997275],"category_scores_gemma":[0.02330965,0.0002238176,0.000580845,0.001773837,0.005995312,0.004630755,0.002158545,0.004594326,0.002044713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02194062,"about_ca_system_score_gemma":0.07809076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1456031,"about_ca_topic_score_gemma":0.244521,"domain_scores_codex":[0.9911987,0.001394404,0.0002746482,0.0006229748,0.005081087,0.001428152],"domain_scores_gemma":[0.9784016,0.007513374,0.001119053,0.001143301,0.00767895,0.004143614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002292373,0.0001798748,0.009096173,0.0005034736,0.0001081454,0.002330329,0.0008895092,0.002862679,0.005688267,0.4169855,0.3133199,0.2478068],"study_design_scores_gemma":[0.00003396725,0.0001066798,0.005990687,0.000714887,0.00007169953,0.0005779689,0.001469204,0.001005157,0.001398537,0.05336348,0.9351956,0.00007202823],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01844601,0.01669085,0.002989721,0.6635343,0.004020663,0.0000697444,0.0002325719,0.0001622282,0.2938539],"genre_scores_gemma":[0.5491787,0.0417675,0.01022143,0.2774746,0.007989489,0.00007305128,0.0003356695,0.0001349791,0.1128246],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1456031,"threshold_uncertainty_score":0.2895111,"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."}}