{"id":"W4410918662","doi":"10.1177/14413582251345347","title":"Enacting the Marketing Paradox of Value Creation and Value Appropriation: Small Enterprises’ Response to Crises","year":2025,"lang":"en","type":"article","venue":"Australasian Marketing Journal (AMJ)","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Value creation; Appropriation; Value (mathematics); Business; Marketing; Co-creation; Industrial organization; Epistemology; 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":[0.008352862,0.000252427,0.0003167607,0.0003576805,0.0008657713,0.000796741,0.0003770688,0.00007769025,0.00006220539],"category_scores_gemma":[0.008301073,0.0001903144,0.0001379364,0.0006824428,0.00007707076,0.0006325879,0.0002851351,0.000372154,0.000006563178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008410745,"about_ca_system_score_gemma":0.00004472871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000170434,"about_ca_topic_score_gemma":0.00001864601,"domain_scores_codex":[0.997647,0.0005065515,0.000757237,0.0003397272,0.0003356315,0.0004138907],"domain_scores_gemma":[0.9968082,0.001936908,0.0006946605,0.0002454088,0.0002794076,0.00003545291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00446712,0.0001016864,0.8796187,0.0006195555,0.0002642094,0.00002929367,0.0009625378,0.001256581,0.002754683,0.0008014739,0.005652693,0.1034715],"study_design_scores_gemma":[0.0006220698,0.00003027661,0.9692389,0.002088933,0.0002152186,0.0000319933,0.008385302,0.0004999829,0.0002100564,0.0006718895,0.01772609,0.0002792375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716362,0.0004508207,0.0003803187,0.01758878,0.0005475311,0.0003170825,0.000001139992,0.00004699987,0.009031097],"genre_scores_gemma":[0.9960816,0.0001775069,0.00127359,0.001061151,0.00066608,0.00001343064,0.000001174634,0.00002028551,0.0007052003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1031922,"threshold_uncertainty_score":0.9937759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397034211764014,"score_gpt":0.2566192795271675,"score_spread":0.2426489374095273,"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."}}