{"id":"W2073359753","doi":"10.1111/j.1468-2435.2005.00323.x","title":"<i>Cluster Introduction</i><sup>1</sup>","year":2005,"lang":"fr","type":"article","venue":"International Migration","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Citation; Library science; Cluster (spacecraft); Sociology; Media studies; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001045135,0.0003196313,0.000233117,0.0003460238,0.0004818174,0.0004891256,0.000612697,0.0003111931,0.008735495],"category_scores_gemma":[0.0004391124,0.000390146,0.0002550792,0.0006814172,0.0005027793,0.004045934,0.00005823226,0.0003391562,0.003689833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00134451,"about_ca_system_score_gemma":0.0003332652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003755504,"about_ca_topic_score_gemma":0.02869256,"domain_scores_codex":[0.9962358,0.0003362903,0.0008129932,0.0006509387,0.001515021,0.0004489793],"domain_scores_gemma":[0.9978492,0.0002025526,0.0003131915,0.0002893075,0.00114861,0.0001970996],"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":[0.00006453808,0.0006768159,0.005142418,0.00002345122,0.0002218349,0.000003354321,0.015984,0.05257645,0.0001529706,0.5151406,0.3753816,0.03463204],"study_design_scores_gemma":[0.0005605124,0.00003560078,0.00430619,0.000039799,0.00007160156,0.00001636441,0.00126704,0.0320983,0.0002670279,0.007805722,0.9531615,0.0003703065],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2539856,0.001822601,0.009989719,0.692498,0.008360984,0.0006287536,0.0002251839,0.0002208084,0.03226833],"genre_scores_gemma":[0.8153324,0.001138514,0.00398465,0.003008458,0.02465759,0.00006848819,0.0007240832,0.00004341576,0.1510424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6894896,"threshold_uncertainty_score":0.999855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554120494734177,"score_gpt":0.2889169177976781,"score_spread":0.2733757128503363,"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."}}