{"id":"W2512778256","doi":"","title":"Evaluation of Australia's Working Holiday Maker (WHM) Program","year":2009,"lang":"en","type":"book","venue":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02299395,0.000465292,0.0008702122,0.001437167,0.001708388,0.0002365136,0.002274899,0.001108831,0.003177383],"category_scores_gemma":[0.001546122,0.0005676392,0.0005622447,0.00173669,0.002002691,0.001426358,0.0005017067,0.003195326,0.0001080961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002219311,"about_ca_system_score_gemma":0.005132283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00456933,"about_ca_topic_score_gemma":0.0110012,"domain_scores_codex":[0.984086,0.003682352,0.0006649189,0.001042805,0.009037806,0.001486142],"domain_scores_gemma":[0.9914955,0.0006776773,0.0007836413,0.001072131,0.005290679,0.000680402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005199221,0.002225359,0.003935331,0.0003552181,0.00206958,0.0004109736,0.01976036,0.0002050505,0.0006643418,0.4322085,0.0963445,0.4413009],"study_design_scores_gemma":[0.002540786,0.000868704,0.04127466,0.002425759,0.001150954,0.000004298588,0.007783011,0.00007020004,0.00009829895,0.08777982,0.854923,0.001080545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.170934,0.003182697,0.00007540378,0.005408801,0.0005455365,0.007716558,0.0002414196,0.0003560571,0.8115395],"genre_scores_gemma":[0.4784527,0.001849721,0.002043502,0.00006266575,0.0004358306,0.000009718071,0.0002025032,0.00007825765,0.5168651],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7585785,"threshold_uncertainty_score":0.9996775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3158643688841059,"score_gpt":0.4561151468638252,"score_spread":0.1402507779797194,"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."}}