{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01635453,0.0003337325,0.000643516,0.001383062,0.00693578,0.007212089,0.002055534,0.006683851,0.003349914],"category_scores_gemma":[0.01661351,0.0004210016,0.0007871179,0.0007551123,0.05048255,0.006701434,0.006922298,0.008238856,0.0002670394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00683469,"about_ca_system_score_gemma":0.006882862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01993877,"about_ca_topic_score_gemma":0.01227857,"domain_scores_codex":[0.9893191,0.006131589,0.0003835236,0.001043139,0.001767342,0.001355188],"domain_scores_gemma":[0.9917224,0.003603833,0.001014631,0.001395063,0.001589664,0.0006744849],"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":[0.000005579941,0.000005673425,0.0002224442,0.000007630585,0.0000034697,0.00004566499,0.002069621,0.0001006827,0.0000240533,0.9963201,0.0004335984,0.0007615003],"study_design_scores_gemma":[0.00001813078,0.00001405272,0.000811689,0.00007723365,0.00001305724,0.00006347501,0.001560599,0.001039784,0.00007835405,0.982887,0.01342362,0.00001291306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1677373,0.003469316,0.02810523,0.1433789,0.0004295447,0.0001057444,0.00007441988,0.00003130108,0.6566682],"genre_scores_gemma":[0.9834119,0.0004147712,0.00188848,0.004609261,0.0001823915,0.00007401642,0.00001054124,0.00001396518,0.009394621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01993877,"threshold_uncertainty_score":0.08649206,"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."}}