{"id":"W4415999588","doi":"10.5465/amproc.2025.454bp","title":"Innovating While Imitating: The Case of Microentrepreneurs in Contexts of Poverty","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Underpinning; Entrepreneurship; Poverty; New Ventures; Qualitative research; Context (archaeology); Knowledge economy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006464212,0.0005130013,0.00062667,0.002039521,0.02398179,0.009484132,0.001925556,0.004315219,0.00357514],"category_scores_gemma":[0.0154468,0.0006318809,0.000423681,0.001862319,0.02258641,0.008165894,0.01210485,0.003972875,0.0004034108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003980336,"about_ca_system_score_gemma":0.003824865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006373392,"about_ca_topic_score_gemma":0.0152604,"domain_scores_codex":[0.9930409,0.004596341,0.0001164206,0.0004097979,0.0003673722,0.001469244],"domain_scores_gemma":[0.9867625,0.007862216,0.001551133,0.0006797332,0.0004986536,0.002645842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004967938,0.0001100277,0.01242561,0.00005791028,0.000006453884,0.01449844,0.9461502,0.0001171235,0.000510389,0.01814884,0.0004773425,0.007447883],"study_design_scores_gemma":[0.000008276514,0.00005969755,0.004033871,0.0001335913,0.000007795631,0.003253811,0.9721537,0.0003574242,0.0002468674,0.007563251,0.01216281,0.00001892169],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824846,0.0003919528,0.00113717,0.003909071,0.00002795406,0.00003924351,0.000009394421,0.000008412989,0.01199208],"genre_scores_gemma":[0.9975263,0.0002680309,0.0005704971,0.0002497227,0.000008836272,0.0000245368,0.000004155784,0.000007581685,0.00134044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02398179,"threshold_uncertainty_score":0.03418642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771351169510564,"score_gpt":0.2538051451781226,"score_spread":0.2360916334830169,"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."}}