{"id":"W1558342643","doi":"","title":"Impact of innovation motivated by environmental concerns and government regulations on firm performance: a study of survey data","year":2003,"lang":"en","type":"article","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Government (linguistics); Survey data collection; Environmental economics; Industrial organization; Marketing; Economics; Mathematics","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":[0.018435,0.0002745185,0.0007944502,0.00178372,0.0006898952,0.002886998,0.002006092,0.00231087,0.004342533],"category_scores_gemma":[0.09180422,0.0004682517,0.0008031988,0.008968811,0.001621817,0.002073116,0.001370936,0.003013765,0.00138177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002013071,"about_ca_system_score_gemma":0.001461154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07103878,"about_ca_topic_score_gemma":0.08076259,"domain_scores_codex":[0.9877229,0.007380279,0.0006980207,0.001140656,0.001919401,0.001138796],"domain_scores_gemma":[0.6851937,0.2310119,0.05308294,0.01564691,0.009491502,0.005573159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002721389,0.0002194806,0.9895371,0.00003452027,0.0002897506,0.00008153024,0.001089523,0.0006873902,0.00005664755,0.0004848819,0.002035222,0.005211826],"study_design_scores_gemma":[0.00001849716,0.0001417992,0.9958445,0.00001933008,0.00004936698,0.00003361348,0.001250944,0.001135663,0.00006316915,0.0001700364,0.001253997,0.00001909151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942341,0.0003404298,0.0004361566,0.0008073165,0.00001240295,0.00004170344,0.002554185,0.00001313541,0.001560518],"genre_scores_gemma":[0.9944888,0.0002007809,0.0002980692,0.0002155423,0.00002349523,0.00007113922,0.003332002,0.00001798437,0.001352158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07103878,"threshold_uncertainty_score":0.1412506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03263197233342663,"score_gpt":0.2219412940470325,"score_spread":0.1893093217136059,"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."}}