{"id":"W354217599","doi":"10.25916/sut.26252381","title":"Ethnic entrepreneurial processes in Australia - a networking perspective","year":2011,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Ethnic group; Sociology; Entrepreneurship; Political science; Public relations; Anthropology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002306132,0.0001807209,0.0003726188,0.001589128,0.0006257601,0.00002493668,0.001282644,0.0005332365,0.002529505],"category_scores_gemma":[0.001004703,0.0002216505,0.000112877,0.00379121,0.002215788,0.0005449623,0.0003629146,0.0009783693,0.00007937477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006031417,"about_ca_system_score_gemma":0.0008390206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05966902,"about_ca_topic_score_gemma":0.1220825,"domain_scores_codex":[0.9971727,0.0003593439,0.0002871465,0.0006286008,0.0005514382,0.001000792],"domain_scores_gemma":[0.9980953,0.0001976915,0.0001627998,0.0004547657,0.0009127611,0.0001766625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009599719,0.001715302,0.3883503,0.0001987091,0.0003387005,0.000469916,0.4796315,0.00004133539,0.0009221906,0.101107,0.01399828,0.01226679],"study_design_scores_gemma":[0.004351856,0.001042071,0.06161174,0.000662448,0.0001075787,0.00001233099,0.6058524,0.00007082843,0.00571264,0.22198,0.0973217,0.001274371],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9362975,0.001084849,0.00008448773,0.001746602,0.0001941378,0.000730581,0.000006972296,0.0002095214,0.05964536],"genre_scores_gemma":[0.9905488,0.00211853,0.0006005651,0.00000740825,0.0001886073,0.000003602014,0.000002736231,0.00001255671,0.006517188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3267385,"threshold_uncertainty_score":0.9983823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1415466149124313,"score_gpt":0.3657248160120831,"score_spread":0.2241782010996518,"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."}}