{"id":"W1598772684","doi":"10.18438/b8vp6p","title":"Courses Studied by New York Librarianship Students Affect Their Perceived Readiness for Employment","year":2012,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Workforce; School library; Library science; Metropolitan area; Medical education; Work (physics); Affect (linguistics); Sociology; Psychology; Political science; Medicine; Engineering; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001269189,0.0001238123,0.000225784,0.001013695,0.0009129507,0.001511567,0.0003014202,0.0006159839,0.01923908],"category_scores_gemma":[0.008128622,0.000224636,0.000222014,0.0007994838,0.0004098213,0.0008998514,0.00104306,0.0008381327,0.001970607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006838673,"about_ca_system_score_gemma":0.001639166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009890608,"about_ca_topic_score_gemma":0.02203615,"domain_scores_codex":[0.999164,0.0001876767,0.00007536382,0.0000668333,0.0002633257,0.0002427925],"domain_scores_gemma":[0.990302,0.001826113,0.003170938,0.0001647708,0.001589139,0.00294699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007403241,0.0004178001,0.9807534,0.00004878761,0.00001165059,0.0001203105,0.005340686,0.00002214418,0.0008784789,0.00004780465,0.0007838639,0.01150099],"study_design_scores_gemma":[0.000007040687,0.0002516686,0.9834465,0.00002855354,0.00000553892,0.00008651456,0.01371261,0.00004504787,0.0002396115,0.00001924395,0.002151976,0.000005680187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982326,0.0000771286,0.00001623509,0.000226748,0.000006004819,0.0000142068,0.00004025753,0.000003446239,0.001383364],"genre_scores_gemma":[0.9958615,0.0002067408,0.0001109386,0.0001844566,0.00001785018,0.00003198757,0.000213495,0.000004063685,0.003369021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01923908,"threshold_uncertainty_score":0.0643611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0498761875918033,"score_gpt":0.3395365030248459,"score_spread":0.2896603154330426,"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."}}