{"id":"W2800017130","doi":"10.5465/ambpp.2017.12805symposium","title":"Multiple Perspectives to Successful Employment Outcomes","year":2017,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Unemployment; Recession; Negotiation; Political science; Politics; Seekers; Psychological intervention; Economic growth; Labour economics; Economics; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0008573692,0.0001152414,0.0001815635,0.0001131039,0.0008627779,0.0001929136,0.0009796573,0.00006915035,0.000224157],"category_scores_gemma":[0.0003858688,0.0001101138,0.00007406627,0.0001213836,0.0002908299,0.0005312013,0.0002529587,0.000102558,0.00008122595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001459574,"about_ca_system_score_gemma":0.00001715209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007348169,"about_ca_topic_score_gemma":0.00004899208,"domain_scores_codex":[0.9986162,0.00001334003,0.0002214889,0.0003435102,0.0004957395,0.0003097808],"domain_scores_gemma":[0.9993975,0.0000343329,0.0001874205,0.0001282119,0.00008249229,0.0001700479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001360982,0.0001383467,0.8252247,0.0000408215,0.0000519217,1.280402e-7,0.05221126,3.899893e-7,0.0000391047,0.1038379,0.01168743,0.006754378],"study_design_scores_gemma":[0.0002137535,0.00001463486,0.8152207,0.00002266069,0.00001992109,2.586297e-8,0.02900692,6.472753e-7,0.0002503213,0.00174909,0.1533746,0.0001267121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8651003,0.00002277497,0.00001600877,0.06732988,0.0001237464,0.0005778201,0.000001707664,0.00007956574,0.06674818],"genre_scores_gemma":[0.9801497,0.00007214431,0.001448084,0.0005672817,0.0001118733,0.00007491242,2.049514e-7,0.000009793468,0.01756603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1416871,"threshold_uncertainty_score":0.6635877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05059145637778602,"score_gpt":0.3885705227355661,"score_spread":0.3379790663577801,"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."}}