{"id":"W7000988280","doi":"","title":"How An MBA In Canada Helped Us Secure Jobs In Business Analytics, Policy, And Management","year":2024,"lang":"en","type":"other","venue":"","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Human resource management; Key (lock)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003560806,0.0002739076,0.0002213535,0.001190062,0.02973606,0.01330106,0.001138995,0.003824268,0.0224601],"category_scores_gemma":[0.01578019,0.0002234424,0.000312412,0.001412996,0.007235013,0.003070862,0.003848782,0.006316816,0.002187952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08837235,"about_ca_system_score_gemma":0.2254943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9839841,"about_ca_topic_score_gemma":0.9937288,"domain_scores_codex":[0.9957431,0.0008200961,0.00005136288,0.0001977335,0.000960862,0.002226755],"domain_scores_gemma":[0.9839227,0.002227495,0.0002987535,0.0003204653,0.00501577,0.008214844],"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":[0.0001581959,0.0001851407,0.0304883,0.00009209121,0.00004799971,0.0009285874,0.04291878,0.0009525694,0.0008443261,0.3836546,0.4363061,0.1034232],"study_design_scores_gemma":[0.00003013398,0.00004177872,0.02136616,0.0002681761,0.00004142656,0.0001592085,0.1007135,0.001550175,0.0009793648,0.03698231,0.8377788,0.00008884288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1169744,0.001194972,0.001995578,0.3218172,0.001281234,0.00007136797,0.0006910136,0.0001777386,0.5557964],"genre_scores_gemma":[0.7299027,0.001137178,0.001552586,0.02445775,0.0001453194,0.00003709511,0.0002334633,0.0001784302,0.2423554],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08837235,"threshold_uncertainty_score":0.6411893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02771003607408182,"score_gpt":0.3325479093578198,"score_spread":0.304837873283738,"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."}}