{"id":"W2102635891","doi":"10.4236/ti.2010.12009","title":"Environmental Policies and Firm Behavior with Endogenous Investment in R &amp;amp; D","year":2010,"lang":"en","type":"article","venue":"Technology and Investment","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Monopolistic competition; Innovator; Economics; Welfare; Investment (military); Social Welfare; Microeconomics; Industrial organization; Market economy; Finance; Monopoly; Entrepreneurship","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001385546,0.0001811043,0.0002926139,0.0004951609,0.0001107696,0.00002865116,0.000115068,0.0002205372,0.0001627134],"category_scores_gemma":[0.00001430607,0.0001879805,0.00002000885,0.0001186137,0.0005301122,0.0001073238,0.0001405896,0.0002713175,0.0001547284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006989031,"about_ca_system_score_gemma":0.000007398756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003219506,"about_ca_topic_score_gemma":0.001468563,"domain_scores_codex":[0.9989795,0.000003984366,0.0003113163,0.0003584918,0.000016035,0.0003306842],"domain_scores_gemma":[0.9994533,0.0000154578,0.0001282623,0.0003115905,0.000002076634,0.0000893278],"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":[0.00001125425,0.0002392411,0.4173177,0.00001281758,0.00002202998,0.000006228426,0.001045717,6.409495e-7,0.002065288,0.5787662,0.00008149372,0.0004313724],"study_design_scores_gemma":[0.00378922,0.0005028311,0.3169458,0.00002952615,0.00004258389,0.0006011313,0.0009169438,0.0000578664,0.003100805,0.3442006,0.3286285,0.001184163],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910727,0.001588002,0.000003933537,0.001277964,0.00007963238,0.0003043068,0.0001267458,0.00004715827,0.005499583],"genre_scores_gemma":[0.9953448,0.0006825633,0.001485079,0.001980816,0.00002810318,0.0001958163,0.00002542526,0.00001968343,0.000237734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3285471,"threshold_uncertainty_score":0.7665623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06574586073172439,"score_gpt":0.2311108259905825,"score_spread":0.1653649652588581,"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."}}