{"id":"W2902402283","doi":"10.25911/5d5fcb6d80a42","title":"States, immigration and entry regulation : Canada, Australia and immigrant admissions from the Arab world, 1946-1996","year":2000,"lang":"en","type":"dissertation","venue":"ANU Open Research (Australian National University)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Political science; Demographic economics; Geography; Development economics; Law; Economics","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00092221,0.0001949524,0.000196455,0.0003099101,0.002405806,0.0005960898,0.0007253658,0.0001967141,0.003270445],"category_scores_gemma":[0.0001611577,0.0001766271,0.00003974397,0.001160258,0.0002393563,0.0006792016,0.0001010235,0.0005926318,0.000007096187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006989003,"about_ca_system_score_gemma":0.003098034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.966122,"about_ca_topic_score_gemma":0.9938817,"domain_scores_codex":[0.9966787,0.0006558459,0.0002333806,0.0005103814,0.001464737,0.0004569937],"domain_scores_gemma":[0.9981009,0.000506172,0.0001385987,0.0001886071,0.0006432434,0.0004224479],"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":[0.0005817441,0.0001326377,0.004621289,0.00001862224,0.0002431055,0.00006294989,0.0077509,0.00002722124,0.0001553214,0.3522685,0.6289214,0.005216272],"study_design_scores_gemma":[0.0003796012,0.00001982309,0.2436264,0.0001108013,0.00003271323,2.279103e-7,0.01369652,0.00001010659,0.00004955224,0.004306493,0.7375772,0.0001905875],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9123623,0.0001417732,0.000001247354,0.02937051,0.0003262529,0.002095983,0.002479122,0.00002543359,0.05319742],"genre_scores_gemma":[0.4182093,0.00086351,0.00004798056,0.0001238426,0.0001421611,0.00000626389,0.003712113,0.00001098427,0.5768839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5236864,"threshold_uncertainty_score":0.9988929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06474549517933657,"score_gpt":0.3621186971880322,"score_spread":0.2973732020086956,"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."}}