{"id":"W2412732296","doi":"10.1287/mksc.2015.0975","title":"Social Responsibility and Product Innovation","year":2016,"lang":"en","type":"article","venue":"Marketing Science","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Incentive; Monopoly; Competition (biology); Product (mathematics); Economics; Value (mathematics); Microeconomics; Social responsibility; Consumption (sociology); Business; Industrial organization; Public economics; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006378925,0.00008246173,0.00007116109,0.0002178087,0.0005173153,0.0001968562,0.0002120851,0.00001805988,0.00006394553],"category_scores_gemma":[0.006696769,0.0000586962,0.000009695238,0.001563838,0.001012087,0.001631187,0.0003936444,0.00004058894,0.00002505306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00011959,"about_ca_system_score_gemma":0.00003268062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002958622,"about_ca_topic_score_gemma":0.000003490371,"domain_scores_codex":[0.998807,0.00002164676,0.0001706316,0.0004166822,0.000328346,0.0002556549],"domain_scores_gemma":[0.9994052,0.00009769679,0.0001137573,0.0001892157,0.0001889397,0.000005199829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001229682,0.00004123752,0.7753373,0.0001182152,0.000001113541,0.000001511961,0.00003793256,5.100906e-7,0.08159919,0.01449224,0.0004686605,0.1277791],"study_design_scores_gemma":[0.0001272609,0.00000145147,0.9889197,0.00001743633,0.000002541266,8.000666e-7,0.00004171898,0.00004194734,0.0004240865,0.003784033,0.006534052,0.0001050007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866836,0.000004921626,0.00006917965,0.008002734,0.000100994,0.0001630303,3.069289e-7,0.00006688099,0.004908341],"genre_scores_gemma":[0.9988222,4.753701e-7,0.0001931696,0.0003829212,0.0002868615,0.000007365968,3.948518e-7,0.000006095657,0.000300536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2135823,"threshold_uncertainty_score":0.8017142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01390914653700447,"score_gpt":0.2490210145032563,"score_spread":0.2351118679662518,"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."}}