{"id":"W2921791303","doi":"10.15760/etd.6546","title":"Adult ESL Students: Traits and Goals - A Case Study","year":2000,"lang":"en","type":"report","venue":"","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Medical education; Vocational education; Community college; Psychology; Academic year; Mathematics education; Pedagogy; Medicine; Political science","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":[0.001123484,0.0004350705,0.0003796917,0.001390367,0.005182881,0.001712284,0.0006137983,0.001131399,0.001316312],"category_scores_gemma":[0.002183232,0.0003288472,0.0002815725,0.001253552,0.001471384,0.000874984,0.001968957,0.001867099,0.0002421788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755876,"about_ca_system_score_gemma":0.001333809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01766524,"about_ca_topic_score_gemma":0.0490117,"domain_scores_codex":[0.9991322,0.0002497598,0.00004763464,0.00007444189,0.0001843105,0.0003117276],"domain_scores_gemma":[0.9986429,0.0002260323,0.0002233265,0.00006196747,0.0001451299,0.0007007133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001563334,0.004291557,0.5585502,0.0000903839,0.00001455779,0.0507835,0.3408799,0.00009836646,0.001628644,0.001729056,0.00175979,0.04001777],"study_design_scores_gemma":[0.00004209177,0.001792794,0.3345042,0.0001068514,0.00002883387,0.05204362,0.5960143,0.000645383,0.001158751,0.0005739024,0.01302972,0.00005947706],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986585,0.00005396634,0.00005932483,0.0001358425,0.00000511927,0.00002296502,0.00001131544,0.000002360928,0.001050627],"genre_scores_gemma":[0.997977,0.0002372032,0.0002639383,0.0001215131,0.000007054636,0.00002988086,0.00001706269,0.000002780039,0.001343677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01766524,"threshold_uncertainty_score":0.03512484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05894669258135412,"score_gpt":0.4391071774808804,"score_spread":0.3801604848995263,"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."}}