{"id":"W3124592427","doi":"","title":"Firm R&D and Financial Analysis: How Do They Interact?","year":2017,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Finance; Business; Economics; Geography","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":[0.006112396,0.0008268877,0.001270315,0.002319986,0.0007196073,0.006145342,0.0006674961,0.002668535,0.01187297],"category_scores_gemma":[0.02630476,0.0008202834,0.001062795,0.002207533,0.002558301,0.005004881,0.00255572,0.001686255,0.001707307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121524,"about_ca_system_score_gemma":0.0008390988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002636938,"about_ca_topic_score_gemma":0.002140798,"domain_scores_codex":[0.9905125,0.006654121,0.0001768921,0.0008525528,0.001120939,0.0006830046],"domain_scores_gemma":[0.9407253,0.04585545,0.006692313,0.001691368,0.002110994,0.002924663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001925752,0.002536363,0.6744127,0.0008231477,0.002952721,0.000841533,0.003111319,0.00493624,0.006934521,0.05789987,0.006743573,0.2368823],"study_design_scores_gemma":[0.0002194089,0.00087659,0.8791348,0.0003380568,0.001303144,0.0004367584,0.003015262,0.006389058,0.001112998,0.09552762,0.01147955,0.0001667789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8304757,0.02011582,0.01908449,0.0300944,0.0003124541,0.0002155522,0.0009855353,0.0002856488,0.09843035],"genre_scores_gemma":[0.9877781,0.002967715,0.003052174,0.001601096,0.0002118061,0.00007721355,0.0001775487,0.00005415421,0.004080065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01187297,"threshold_uncertainty_score":0.03971905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03250305606448614,"score_gpt":0.2824085916301939,"score_spread":0.2499055355657078,"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."}}