{"id":"W2547928148","doi":"10.3138/cpp.2015-020","title":"The Trouble with Innovation: Why Cleaning Up the Environment Is Going to Be a Lot More Challenging than We Think","year":2016,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Conversation; Sustainability; Leverage (statistics); Business; Service innovation; Politics; Service (business); Marketing; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01336807,0.0006530985,0.0008825441,0.002203187,0.01111523,0.01718219,0.002760103,0.01419728,0.007461907],"category_scores_gemma":[0.02667075,0.0003079612,0.0009192033,0.003109931,0.05678149,0.01762657,0.004294078,0.01358252,0.002557931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02240258,"about_ca_system_score_gemma":0.0295805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1616031,"about_ca_topic_score_gemma":0.1648861,"domain_scores_codex":[0.9885268,0.003840986,0.0002330535,0.001323484,0.003752325,0.002323258],"domain_scores_gemma":[0.9808656,0.008745865,0.001046633,0.001146956,0.005241694,0.002953251],"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":[0.00005353832,0.0000536412,0.002481526,0.0004923437,0.00004904778,0.0002661802,0.009139493,0.0006178131,0.0003551353,0.6884876,0.2412791,0.05672451],"study_design_scores_gemma":[0.00002050796,0.00003113414,0.001566731,0.0008624641,0.00002230698,0.0001997394,0.007558004,0.0004073001,0.0003500327,0.3775982,0.6113096,0.00007405661],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002926826,0.03101626,0.003546186,0.9198188,0.002990305,0.00001931158,0.00006077171,0.00007472881,0.03954684],"genre_scores_gemma":[0.4167935,0.09449535,0.008669249,0.425882,0.008045825,0.000119774,0.0001737687,0.0003324367,0.04548809],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8383969,"threshold_uncertainty_score":0.321325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042564204016466,"score_gpt":0.2366730039961393,"score_spread":0.1324165835944927,"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."}}