{"id":"W2268895472","doi":"","title":"Election 2007: it’s time to reform deportation policy","year":2007,"lang":"en","type":"other","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Commonwealth, Australian Politics and Federalism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deportation; Political science; Computer science; Public administration; Computer security; Law; Immigration","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002477741,0.0003389234,0.0006280168,0.008890887,0.0009681581,0.00006158913,0.001500419,0.001730146,0.01252412],"category_scores_gemma":[0.0006855613,0.0004183706,0.0002151202,0.004507923,0.001491308,0.0001520542,0.0003812321,0.001452573,0.001634361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002415597,"about_ca_system_score_gemma":0.00188701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1515699,"about_ca_topic_score_gemma":0.03315101,"domain_scores_codex":[0.9955403,0.0002205118,0.0004061528,0.0007254403,0.001455057,0.001652508],"domain_scores_gemma":[0.9974002,0.00009466919,0.0003557342,0.0008600458,0.0007375776,0.0005518371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005921464,0.0001334349,0.0001132911,0.00005676662,0.0001180966,0.0001074982,0.0008584188,7.565883e-7,0.0001082405,0.05239363,0.9336109,0.01243972],"study_design_scores_gemma":[0.0004391534,0.0002537524,0.0001427671,0.0002684304,0.00003059764,0.000005313578,0.004333479,0.000003976497,0.0001459402,0.004298373,0.98971,0.0003681749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005805615,0.0002169503,0.0001715487,0.03241049,0.0001823606,0.001162998,0.00007459625,0.0005747846,0.9646257],"genre_scores_gemma":[0.008948782,0.001196359,0.001217356,0.0001444121,0.0008257591,0.000002691671,0.00005092106,0.0001638626,0.9874499],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1184189,"threshold_uncertainty_score":0.9998268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04114541036721347,"score_gpt":0.3759105583251011,"score_spread":0.3347651479578876,"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."}}