{"id":"W2915766069","doi":"","title":"CRA: An Examiner's Perspective Questions to Ask Workforce Development Partners","year":2017,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Ask price; Workforce; Workforce development; Sociology; Political science; Public relations; Business; Computer science; Law; Finance","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":[0.0004017163,0.0002008877,0.0001825394,0.0003513746,0.0008235564,0.000429779,0.0003689143,0.0001241337,0.0001380897],"category_scores_gemma":[0.0004857589,0.0002194056,0.00002994301,0.0002262505,0.0002277117,0.0003950642,0.0001274776,0.000129064,0.0001765916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007853307,"about_ca_system_score_gemma":0.0007190273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009020059,"about_ca_topic_score_gemma":0.002390041,"domain_scores_codex":[0.9983152,0.0001020734,0.0003194194,0.0003911501,0.0002319486,0.0006402823],"domain_scores_gemma":[0.9986727,0.00004082094,0.0001281922,0.0005249264,0.0002173076,0.0004160298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000008102656,0.00008902523,0.1659885,0.000003642791,0.00003207668,0.000003119339,0.008155813,0.00002253398,8.302476e-7,0.8028234,0.001172138,0.02170085],"study_design_scores_gemma":[0.0006315982,0.00004947144,0.9231662,0.00002084765,0.000009598673,0.00001262912,0.004014007,0.0003828,0.000002642118,0.003650781,0.0677925,0.0002669129],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8777922,0.00005711522,0.0004989547,0.0092721,0.0003074075,0.0003315216,0.00006135579,0.00006106395,0.1116182],"genre_scores_gemma":[0.9941407,0.00001594426,0.0005720168,0.001171872,0.0003658326,0.0001011203,0.00007118064,0.00001357642,0.003547713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7991726,"threshold_uncertainty_score":0.997579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08417688993656669,"score_gpt":0.4208116834161849,"score_spread":0.3366347934796182,"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."}}