{"id":"W7128646219","doi":"10.26180/4975502.v1","title":"Justifiable and unjustifiable cannons of migrant selection: a view of Australian sovereignty","year":2017,"lang":"","type":"article","venue":"Monash University","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Sovereignty; Immigration; Selection (genetic algorithm); Deportation; Sovereign state","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006341673,0.0002304845,0.0005625534,0.00007412913,0.003208695,0.00005143973,0.0007058405,0.0003679441,0.001869048],"category_scores_gemma":[0.00007722991,0.0002888598,0.0002399928,0.0003157992,0.002408829,0.0007028268,0.0002053921,0.0003098185,0.00001143132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003260473,"about_ca_system_score_gemma":0.0005946626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05051799,"about_ca_topic_score_gemma":0.002289559,"domain_scores_codex":[0.9981747,0.0002246439,0.000302924,0.0004453221,0.0003909301,0.0004614803],"domain_scores_gemma":[0.9980944,0.00007888729,0.0007477201,0.0004850601,0.000300895,0.0002930334],"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":[0.0008861096,0.001686651,0.3198952,0.004028984,0.001360921,0.000161906,0.1254538,0.0005707221,0.005150343,0.3942694,0.1424404,0.004095568],"study_design_scores_gemma":[0.001540783,0.0003570687,0.05832927,0.0005615778,0.001057259,0.000005773971,0.05062832,0.0001534396,0.001953845,0.00119078,0.8834239,0.0007979843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9207055,0.0002715283,0.0000406749,0.001013311,0.0007481051,0.0005512889,0.0005871884,0.0000339153,0.07604851],"genre_scores_gemma":[0.9066298,0.0008689963,0.0003019956,0.00001050358,0.00006737445,2.672996e-7,0.000003841142,0.000008398729,0.09210883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7409835,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0357570111534391,"score_gpt":0.2615574325113442,"score_spread":0.2258004213579051,"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."}}