{"id":"W4243786276","doi":"10.1177/0067205x1504300204","title":"Meeting Australia's Labour Needs: The Case for a New Low-Skill Work Visa","year":2015,"lang":"en","type":"article","venue":"Federal Law Review","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Work (physics); Project commissioning; Publishing; Labour economics; Gig economy; Management; Political science; Business; Engineering; Economics; Law; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001313278,0.0001245725,0.0002289143,0.00001105865,0.0009701885,0.0002491744,0.0002671611,0.00005501048,0.0002634063],"category_scores_gemma":[0.0004052667,0.00007802434,0.0001283341,0.0003956609,0.00008934527,0.0001683664,0.00004926016,0.0001029897,0.00003570901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007118726,"about_ca_system_score_gemma":0.0001652186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04010455,"about_ca_topic_score_gemma":0.01543506,"domain_scores_codex":[0.998757,0.0002163273,0.0002656552,0.0001538708,0.0002243296,0.0003828404],"domain_scores_gemma":[0.999113,0.0001258368,0.0001186031,0.0002136223,0.0001565606,0.0002724005],"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":[0.000003081603,0.00002654953,0.00007959603,0.00008394156,0.00001770855,0.00002129618,0.001222378,0.000001063951,3.981327e-7,0.8447139,0.1486904,0.005139699],"study_design_scores_gemma":[0.0002012368,0.00002179693,0.00006069092,0.0009280118,0.00003860335,0.000006693909,0.0005974442,4.700907e-7,0.000002525276,0.002854501,0.9951637,0.0001243372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1921263,0.2437599,0.0005708624,0.3529028,0.006119265,0.01332646,0.0002541656,0.000706963,0.1902333],"genre_scores_gemma":[0.8354569,0.008574383,0.001847772,0.05887372,0.003121138,0.000354498,0.00002295151,0.00005319088,0.09169544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8464733,"threshold_uncertainty_score":0.9662875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0823541066774538,"score_gpt":0.3663007818266725,"score_spread":0.2839466751492187,"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."}}