{"id":"W7001447387","doi":"","title":"Introduction : Polish immigrants and the Polish diaspora in Canada","year":2014,"lang":"en","type":"book-chapter","venue":"Homo Politicus (Academy of Humanities and Economics in Lodz)","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Diaspora; Ethnic group; Government (linguistics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0002501611,0.0002247017,0.0004583649,0.0001861457,0.0001010309,0.0001102214,0.0003983337,0.0001024605,0.00002032519],"category_scores_gemma":[0.000007707976,0.0002159886,0.00005110678,0.00002685173,0.0003265276,0.0001568962,0.0002223558,0.0003666174,0.000002683202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444597,"about_ca_system_score_gemma":0.0002524725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5156947,"about_ca_topic_score_gemma":0.3703684,"domain_scores_codex":[0.9986796,0.00002427476,0.0005529689,0.0003889919,0.00009113584,0.000263009],"domain_scores_gemma":[0.9991197,0.0002978548,0.0002837379,0.000216839,0.0000274462,0.000054426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005218626,0.000003616876,0.00004085063,0.00003230263,0.00001433009,3.146043e-7,0.00075685,0.0001354136,1.080396e-7,0.9959985,0.00108334,0.001929143],"study_design_scores_gemma":[0.0006559019,0.0000138274,0.004749703,0.00005574023,0.00001389806,0.00001524329,0.0004184383,0.004193845,0.00000509658,0.915767,0.07379612,0.0003151979],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5078211,0.00958633,0.001307147,0.07091508,0.002182318,0.003081921,0.00123619,0.0001145797,0.4037553],"genre_scores_gemma":[0.988421,0.001429138,0.0001453554,0.001845807,0.0009101435,0.00002558032,0.00002444869,0.00002810008,0.007170419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4805999,"threshold_uncertainty_score":0.8807762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477988678533633,"score_gpt":0.1946127968868746,"score_spread":0.1798329101015383,"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."}}