{"id":"W3043427009","doi":"","title":"Factors Affecting an Individual's Future Labour Market Status | Bulletin – December Quarter 2016","year":2016,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Business; Demographic economics; Labour economics; Political science; Economics; Geography","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001254005,0.0005828544,0.0007870892,0.0002646366,0.0009161724,0.0000231406,0.0004590501,0.0003987651,0.03168845],"category_scores_gemma":[0.0003447926,0.000368419,0.0002247309,0.0002174954,0.0001891794,0.0001518018,0.0003894753,0.0005981107,0.001693772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180638,"about_ca_system_score_gemma":0.0001329276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002786086,"about_ca_topic_score_gemma":0.0002901503,"domain_scores_codex":[0.9950958,0.0009963752,0.001063541,0.0007354443,0.0006631947,0.00144565],"domain_scores_gemma":[0.9964586,0.001391067,0.0006588479,0.0007374584,0.0003304868,0.0004234896],"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":[0.0001749222,0.0001688936,0.1012077,0.0001597209,0.0001705404,0.000005117271,0.005885563,2.54533e-7,0.0003309826,0.0003442084,0.8913352,0.0002169503],"study_design_scores_gemma":[0.001467065,0.0002453197,0.2585644,0.0003889711,0.00005670246,9.660672e-7,0.006063593,2.337899e-7,0.0001048428,0.0001150937,0.7325885,0.0004043303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.414815,0.0004902813,0.00007330485,0.5712377,0.002266008,0.001269141,0.0005854423,0.0004612849,0.008801891],"genre_scores_gemma":[0.9916323,0.0004647958,0.0002541547,0.001631626,0.00155035,0.0001023527,0.00006120348,0.0001181121,0.004185042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5768174,"threshold_uncertainty_score":0.9998768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04350827968452086,"score_gpt":0.3380741194450975,"score_spread":0.2945658397605767,"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."}}