{"id":"W3082710032","doi":"10.4000/books.pumi.27973","title":"Imagining a Community of Immigrants","year":2008,"lang":"en","type":"book-chapter","venue":"Presses universitaires du Midi eBooks","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Sociology; History; Geography; Archaeology","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"],"consensus_categories":[],"category_scores_codex":[0.0002266193,0.0002347542,0.0003529297,0.0002039415,0.0009083429,0.00003210686,0.0006628952,0.0002733896,0.0004554447],"category_scores_gemma":[0.00006174517,0.0002698567,0.0001915264,0.0000295676,0.0009475703,0.0001334372,0.000192977,0.0004989505,0.00002517505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118347,"about_ca_system_score_gemma":0.0003929341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006618602,"about_ca_topic_score_gemma":0.02038704,"domain_scores_codex":[0.9987397,0.0001819447,0.0002441403,0.0001863606,0.0004165239,0.0002313733],"domain_scores_gemma":[0.9985637,0.0002509515,0.0003288981,0.0003735092,0.0003520297,0.0001309263],"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":[0.00007696819,0.00004898518,0.0001553404,0.0001154127,0.0002318105,0.00008499956,0.09693322,0.00001849008,0.0000725248,0.8781766,0.01228929,0.01179642],"study_design_scores_gemma":[0.0003923946,0.00005932805,0.00005120814,0.0002843439,0.0001551308,0.000005192517,0.01017585,0.00006829955,0.00005509024,0.008310979,0.9799919,0.0004502565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002650216,0.0005035793,0.0001291418,0.0002870875,0.0001412581,0.0002448663,0.0001045386,0.0001219855,0.9958173],"genre_scores_gemma":[0.5718541,0.002139452,0.0001650557,0.00008428375,0.0001053472,0.000001277381,0.00005397849,0.00003767166,0.4255589],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9677026,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156911189618951,"score_gpt":0.2352219196959723,"score_spread":0.2136528077997828,"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."}}