{"id":"W2071909075","doi":"10.1016/j.lrp.2014.07.001","title":"Sustainability Strategy in Constrained Economic Times","year":2014,"lang":"en","type":"article","venue":"Long Range Planning","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":62,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Sustainability; Constraint (computer-aided design); Scholarship; Resource constraints; Business; Economics; Value (mathematics); Industrial organization; Environmental economics; Economic growth; Computer science","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":[0.000674024,0.0001136176,0.0001669711,0.0001868954,0.00008635686,0.0001641448,0.0001147811,0.00005715734,0.000552577],"category_scores_gemma":[0.00006863369,0.0001214871,0.0000285465,0.00008906645,0.00004445803,0.0004540941,0.00004399467,0.0001044542,0.0002621842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001464463,"about_ca_system_score_gemma":0.00005235245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002174663,"about_ca_topic_score_gemma":0.00007860077,"domain_scores_codex":[0.9992162,0.00001012195,0.0002802264,0.0002019625,0.0000500666,0.0002414139],"domain_scores_gemma":[0.9996821,0.00004770188,0.0001090228,0.0001089087,0.00004474114,0.000007550794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000249411,0.0000268862,0.8446074,0.0001304773,0.00001494651,0.00001579629,0.0002914252,0.004137027,0.000004827342,0.135653,0.003992465,0.01110078],"study_design_scores_gemma":[0.001846529,0.000008305487,0.8851526,0.0000612041,0.00001013348,0.000002472051,0.002257251,0.04547566,0.000009395546,0.01741172,0.04729019,0.000474515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8422936,0.00001437124,0.0005001599,0.001103746,0.0002317926,0.0001708689,7.124634e-7,0.00008924664,0.1555955],"genre_scores_gemma":[0.997717,2.818869e-7,0.00006464934,0.001061851,0.0003354306,0.0000144481,0.00003115987,0.00001170089,0.0007635427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1554234,"threshold_uncertainty_score":0.605033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383829227865965,"score_gpt":0.2445673229844533,"score_spread":0.2307290307057936,"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."}}