{"id":"W4380234314","doi":"10.1515/9780228006053","title":"The Invisible Community","year":2021,"lang":"en","type":"book","venue":"McGill-Queen's University Press eBooks","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001090105,0.0003051817,0.0003462069,0.0001507287,0.006773214,0.0002876553,0.001542763,0.0004922879,0.00006718886],"category_scores_gemma":[0.0001557525,0.0003282689,0.0003045668,0.00008383548,0.001017143,0.0003367236,0.0004462763,0.001147242,0.00002129136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236594,"about_ca_system_score_gemma":0.001120413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04585689,"about_ca_topic_score_gemma":0.003090595,"domain_scores_codex":[0.9964214,0.001484626,0.0002678754,0.0003658201,0.001007923,0.000452344],"domain_scores_gemma":[0.9970567,0.0008872984,0.000297752,0.0007672121,0.0007716128,0.0002194129],"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":[0.00001857054,0.00003705486,0.00001334036,0.00003377349,0.0001401559,0.00003524209,0.002043876,0.00000837814,8.287088e-7,0.9458999,0.05136589,0.0004030141],"study_design_scores_gemma":[0.0002549611,0.00001671003,0.0001342289,0.00007308593,0.0001374855,3.168009e-7,0.002878486,0.000001412408,0.00002977982,0.006463106,0.9896741,0.0003363517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005621673,0.00000635376,0.00003158533,0.0009032778,0.0004450121,0.000490231,0.0004165836,0.000199167,0.9974515],"genre_scores_gemma":[0.002145721,0.0004565834,0.0000653203,0.0001872969,0.0001612802,0.000002722124,0.0002078631,0.00003401343,0.9967392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9394368,"threshold_uncertainty_score":0.9999169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03008680662190311,"score_gpt":0.2569577546544802,"score_spread":0.2268709480325771,"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."}}