{"id":"W2038965132","doi":"10.1108/17554191311303349","title":"Consumer insights for developing markets","year":2013,"lang":"en","type":"article","venue":"Journal of Indian Business Research","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Situated; Multinational corporation; Originality; Marketing; Product (mathematics); Value (mathematics); Qualitative research; Business; Qualitative property; Developing country; Ethnography; Knowledge management; Sociology; Economics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004576588,0.0003923063,0.0002592418,0.001846267,0.00449876,0.005853625,0.0005095532,0.001649531,0.01491504],"category_scores_gemma":[0.00591399,0.0001801552,0.000278742,0.001947242,0.006614603,0.006660963,0.005153461,0.002333611,0.0006995382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003726167,"about_ca_system_score_gemma":0.002633699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002748942,"about_ca_topic_score_gemma":0.004711064,"domain_scores_codex":[0.9975268,0.001827137,0.00005779405,0.00008945054,0.0003382257,0.0001605733],"domain_scores_gemma":[0.99413,0.004611752,0.0002570788,0.0002102595,0.0004973177,0.000293722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009317677,0.00009284625,0.004609223,0.0007072299,0.000009539144,0.002524071,0.4798746,0.0001988325,0.001312343,0.3925444,0.03369277,0.08434094],"study_design_scores_gemma":[0.00001316489,0.00006162727,0.002783087,0.0008837919,0.00001064416,0.001339643,0.4682422,0.0004421419,0.000582857,0.08607561,0.4395464,0.00001891468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3042687,0.01104495,0.01971316,0.1177025,0.001225448,0.0004724422,0.0007949129,0.0001777858,0.5446001],"genre_scores_gemma":[0.9549083,0.006239246,0.0101096,0.00662087,0.000313578,0.0002569447,0.0001388815,0.00008775257,0.02132477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01491504,"threshold_uncertainty_score":0.04989582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06921874724099517,"score_gpt":0.318640836696949,"score_spread":0.2494220894559538,"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."}}