{"id":"W4393231236","doi":"10.1002/joom.1303","title":"Carbon neutrality: Operations management research opportunities","year":2024,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Neutrality; Business; Carbon neutrality; Operations management; Environmental economics; Economics; Greenhouse gas; Political 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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004027569,0.0003414402,0.0003542993,0.003771139,0.0006825307,0.003446833,0.0008773555,0.00007384516,0.0005398073],"category_scores_gemma":[0.00005053364,0.0003074589,0.000228234,0.002029496,0.0001540647,0.002562126,0.0007905972,0.0005468803,0.0002155567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004870997,"about_ca_system_score_gemma":0.00009274616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000304623,"about_ca_topic_score_gemma":0.000138336,"domain_scores_codex":[0.9961541,0.0001110934,0.001092866,0.000474232,0.001474736,0.000692922],"domain_scores_gemma":[0.9982112,0.00006117307,0.0000918182,0.0006300585,0.0009463209,0.00005942375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003228757,0.0002455116,0.00009215151,0.001478216,0.0007640263,0.002667926,0.0003187693,0.04171558,0.00003000335,0.8748826,0.05867109,0.01910187],"study_design_scores_gemma":[0.0007786851,0.00007633097,0.0007279337,0.0005542671,0.0005874597,0.00003362793,0.02776509,0.05089261,0.00002280823,0.008116612,0.9099536,0.0004909603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.133427,0.003567932,0.01353891,0.07386644,0.00701004,0.004513398,0.00001169427,0.000627559,0.763437],"genre_scores_gemma":[0.9491706,0.001142519,0.003192508,0.00175489,0.002523965,0.0002501918,0.00004171104,0.0001032231,0.04182043],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.866766,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.117117232723293,"score_gpt":0.3423295917941528,"score_spread":0.2252123590708598,"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."}}