{"id":"W4251624279","doi":"10.1002/nsr.20044","title":"Table of Contents","year":2011,"lang":"en","type":"article","venue":"Recruiting & Retaining Adult Learners","topic":"Legal Issues in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harassment; Troubleshooting; Sanctions; Legislature; Incentive; Gainful employment; Flexibility (engineering); Compliance (psychology); Accommodation; Public relations; Business; Political science; Engineering; Law; Management; Psychology; Economics; Social psychology; Job satisfaction","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":[0.0009042984,0.00009315449,0.0001776699,0.0000804814,0.000281932,0.00003160524,0.0002864464,0.0001038015,0.0002852531],"category_scores_gemma":[0.003111891,0.00009891758,0.00005780333,0.0003729117,0.0003266176,0.0002527591,0.00003466702,0.0002011425,0.00005808227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008269415,"about_ca_system_score_gemma":0.0001687069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01240726,"about_ca_topic_score_gemma":0.0002738829,"domain_scores_codex":[0.9985355,0.0002501104,0.0002777221,0.0002168117,0.0003432175,0.0003766313],"domain_scores_gemma":[0.998968,0.0001527709,0.0002595395,0.0001925572,0.0003187549,0.0001083984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003707913,0.0001008621,0.1691773,0.00003976205,0.00005776159,0.0000056679,0.6817757,0.00001462533,0.0007616439,0.08740517,0.0005010988,0.06012336],"study_design_scores_gemma":[0.001027407,0.0002960242,0.009123794,0.0008627061,0.0001065665,0.00000434908,0.8295484,0.0003873086,0.01227237,0.003937114,0.1416003,0.0008336566],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5571609,0.00007297357,0.00005054319,0.000192884,0.0003584042,0.0001338281,9.028839e-7,0.00009982234,0.4419297],"genre_scores_gemma":[0.9909465,0.00005372269,0.003225945,0.00009349532,0.0001723823,0.00001333513,0.000003300279,0.00001898635,0.005472287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4364574,"threshold_uncertainty_score":0.9941692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089401518316698,"score_gpt":0.3508552173041799,"score_spread":0.2419150654725101,"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."}}