{"id":"W6998814846","doi":"","title":"Assessment of companies practices concerning the evaluation of R&D investment projects","year":2009,"lang":"en","type":"article","venue":"RepositóriUM (Universidade do Minho)","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Identification (biology); Cash flow; Discounting; Perspective (graphical); Estimation; Information technology","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":[0.001354345,0.0001019487,0.0002616502,0.0002600007,0.0001328948,0.00003732987,0.0001949276,0.00006811688,0.0001312373],"category_scores_gemma":[0.0001723192,0.00009600289,0.00007872552,0.0004886196,0.00008928112,0.0003179999,0.00003522307,0.0001225336,0.00001030245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001588839,"about_ca_system_score_gemma":0.0001204321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003338165,"about_ca_topic_score_gemma":0.00001305526,"domain_scores_codex":[0.9989259,0.00007587114,0.0004776612,0.000217277,0.0001592847,0.0001440234],"domain_scores_gemma":[0.9973245,0.00007620474,0.001981141,0.0003335249,0.0002596922,0.00002492178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001729253,0.0001600157,0.007463952,0.00004143311,0.000122947,0.000001231419,0.004931457,0.001146506,0.004021103,0.980827,0.0006953845,0.0005716232],"study_design_scores_gemma":[0.002907109,0.0006097911,0.8835617,0.0001803132,0.0002777859,0.00004215465,0.00901333,0.03036997,0.006859334,0.03136327,0.03420333,0.0006118639],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8066913,0.0005618873,0.0004313245,0.001549802,0.0001158233,0.0003551509,0.00001932805,0.00001250614,0.1902629],"genre_scores_gemma":[0.9977485,0.00002660762,0.001212418,0.0002659598,0.00004077599,0.000004600662,0.00001649,0.000006113109,0.000678529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9494638,"threshold_uncertainty_score":0.3914884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1732471321690981,"score_gpt":0.3439167844436543,"score_spread":0.1706696522745562,"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."}}