{"id":"W4413212416","doi":"10.4324/9781032658292-10","title":"Digitised Familial Ties and Online Economies","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Economic Growth and Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic geography; Economics; Business; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004571002,0.0002609837,0.0001306013,0.001993979,0.006564157,0.005588555,0.0007140984,0.0007368533,0.02973893],"category_scores_gemma":[0.001255428,0.0001893363,0.00010742,0.002901162,0.006502665,0.005391416,0.005295624,0.0008200625,0.001764809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004468143,"about_ca_system_score_gemma":0.0032196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05205152,"about_ca_topic_score_gemma":0.1049502,"domain_scores_codex":[0.9996642,0.0001017459,0.000009335321,0.00004431119,0.00008474657,0.00009578496],"domain_scores_gemma":[0.9994528,0.0001358425,0.00008362134,0.0001109085,0.00005916976,0.0001576821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001789045,0.00003479847,0.002713976,0.00008928566,0.000006651236,0.0009108153,0.06499459,0.0002600509,0.0002144053,0.7748342,0.02658681,0.1293365],"study_design_scores_gemma":[0.000008216064,0.00001695817,0.007470842,0.0004827403,0.00001001685,0.000919147,0.04719496,0.0002378791,0.0001871572,0.05824275,0.8852162,0.0000132766],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1031207,0.007968694,0.001052547,0.00390794,0.0002328601,0.00002706125,0.0001283847,0.00004453947,0.8835173],"genre_scores_gemma":[0.6900343,0.01508235,0.0009695836,0.0007989262,0.0001686031,0.00004775367,0.0001997983,0.00004375396,0.2926549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05205152,"threshold_uncertainty_score":0.1034971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204320374229847,"score_gpt":0.1881345470612378,"score_spread":0.1760913433189394,"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."}}