{"id":"W4239376754","doi":"10.1353/esc.2009.0034","title":"Career Opportunities","year":2009,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Interim; Institution; Schedule; Job market; Incentive; Sociology; Public relations; Psychology; Work (physics); Management; Law; Political science; Engineering; History; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002167458,0.00008789356,0.0002691081,0.0000775691,0.0001027462,0.00001666659,0.0001584491,0.00002244305,0.00008729385],"category_scores_gemma":[0.0003557044,0.0001059139,0.00002464485,0.0001350005,0.0000302238,0.0001033183,0.00004384746,0.0001296579,0.000003530525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017044,"about_ca_system_score_gemma":0.0002457458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6963279,"about_ca_topic_score_gemma":0.9438483,"domain_scores_codex":[0.9993579,0.00001071065,0.0002740354,0.0001024449,0.00003469675,0.0002202177],"domain_scores_gemma":[0.9996308,0.0000714836,0.00006489578,0.0001419782,0.00004627543,0.00004454749],"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":[0.00001112834,0.00005970919,0.3374848,0.00003674941,0.0002142655,0.0001582314,0.07814249,0.00006687077,2.54756e-7,0.1241549,0.4367356,0.02293495],"study_design_scores_gemma":[0.0005555367,0.00004149415,0.2704224,0.00003860135,0.000003304558,7.749376e-7,0.08901723,0.00002317156,0.000006493848,0.02442536,0.6149431,0.0005225081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7261959,0.008832467,0.0000022204,0.001719407,0.001816878,0.00008624086,0.00004748126,0.00002444181,0.261275],"genre_scores_gemma":[0.9962556,0.001389776,0.00003823909,0.001094726,0.00009858446,0.0000044379,0.000005292568,0.000004917118,0.001108431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2700597,"threshold_uncertainty_score":0.4319042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.223505519105296,"score_gpt":0.2710011425301821,"score_spread":0.04749562342488614,"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."}}