{"id":"W3121208281","doi":"10.2139/ssrn.651341","title":"Evaluating the Impact of R&amp;D Tax Credits on Innovation: A Microeconometric Study on Canadian Firms","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Statistics Canada; Université de Sherbrooke","funders":"","keywords":"Tax credit; Business; Economics; Accounting; Public economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004066439,0.000172005,0.0002785159,0.001822153,0.0004700945,0.00009443788,0.0003563787,0.00007746713,0.0001556244],"category_scores_gemma":[0.0005031866,0.0001341011,0.0001283831,0.002413139,0.00004874763,0.0001451184,0.00001579678,0.001234866,0.0002602593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003083959,"about_ca_system_score_gemma":0.002819325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03314786,"about_ca_topic_score_gemma":0.01716727,"domain_scores_codex":[0.9975643,0.0000334716,0.0008539779,0.0002302176,0.00008455103,0.001233466],"domain_scores_gemma":[0.9986767,0.00005904615,0.0007466727,0.0003017065,0.0001560831,0.00005977816],"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":[0.00006328391,0.0003822787,0.01666318,0.000002848398,0.0003291995,0.000001133644,0.001181543,0.007009645,0.00004279522,0.9714304,0.0003148278,0.002578921],"study_design_scores_gemma":[0.003251722,0.007001068,0.1640452,0.00002576514,0.000015113,0.0001070826,0.001113739,0.00008981425,0.00007253186,0.8225595,0.001310524,0.0004079385],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915919,0.0003336698,0.0002969438,0.00203467,0.0002646692,0.0002926928,0.00005860795,0.000007193514,0.005119646],"genre_scores_gemma":[0.9982797,0.00004925982,0.00002645497,0.0003894905,0.0003884339,0.00001096083,0.000008753074,0.00002249627,0.000824437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1488708,"threshold_uncertainty_score":0.9732905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09520842851828262,"score_gpt":0.3511705908742566,"score_spread":0.255962162355974,"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."}}