{"id":"W4254255163","doi":"10.1007/978-94-007-0753-5_100568","title":"Closed Community","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Business","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":[0.0008155098,0.0004495132,0.0003793144,0.001171977,0.00734388,0.007467005,0.00142327,0.001933273,0.1088065],"category_scores_gemma":[0.002082827,0.0002141773,0.0002894941,0.001247717,0.006394277,0.008266339,0.006368918,0.002733038,0.0199969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002794231,"about_ca_system_score_gemma":0.00307652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006208757,"about_ca_topic_score_gemma":0.01088991,"domain_scores_codex":[0.999018,0.0002650085,0.00002567878,0.0002549364,0.0002441452,0.0001922389],"domain_scores_gemma":[0.9993283,0.0001009072,0.00003066739,0.0001543581,0.0001864734,0.0001994864],"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":[0.00000659331,0.00001491771,0.00004556966,0.00001606585,8.517405e-7,0.00002764332,0.001682747,0.00002168499,0.0000545465,0.9554667,0.02659419,0.01606847],"study_design_scores_gemma":[0.000005398566,0.000009634519,0.0001218907,0.00005706753,0.000001645366,0.00008469354,0.002310002,0.00009793611,0.0001007727,0.2237022,0.7735035,0.000005261558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001985029,0.0003497674,0.003767098,0.001224167,0.0003240174,0.00005251471,0.00005919311,0.00005941861,0.9921788],"genre_scores_gemma":[0.08462342,0.0004831902,0.002104975,0.0009943922,0.0001750264,0.0001559836,0.0001522741,0.0001186746,0.9111921],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1088065,"threshold_uncertainty_score":0.363994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06445606218953638,"score_gpt":0.317569666820201,"score_spread":0.2531136046306647,"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."}}