{"id":"W1524584542","doi":"10.18438/b83w5j","title":"Master’s Students in an Information Studies Program Enter the Program with Excitement and Leave with Concerns about Professional Preparation for their Chosen Fields","year":2011,"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":"Medical education; Psychology; Demographics; Accreditation; Perception; Medicine; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001002411,0.0001467699,0.0001260514,0.0001378836,0.0005420853,0.001176474,0.0002724789,0.00006823096,0.0000445356],"category_scores_gemma":[0.00021319,0.00008283613,0.00001690581,0.0003596845,0.000287534,0.505415,0.00007187606,0.0001516561,0.000004585041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001633865,"about_ca_system_score_gemma":0.0002704409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002413,"about_ca_topic_score_gemma":0.000004406792,"domain_scores_codex":[0.9984658,0.0002468438,0.00047581,0.0001264171,0.0004548869,0.0002302365],"domain_scores_gemma":[0.998561,0.0004991966,0.0004884764,0.0001635389,0.0001867602,0.0001010549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006302102,0.0005635456,0.1021085,0.0005260687,0.00009649221,0.000001461343,0.4842841,0.0001321618,9.171836e-7,0.1542761,0.001845259,0.2498632],"study_design_scores_gemma":[0.00152125,0.003648348,0.09218714,0.0007797593,0.00003209897,0.000005313659,0.1381619,0.004999175,0.0001359111,0.000214391,0.7579945,0.0003201608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9071306,0.0004884294,0.002583101,0.06635393,0.0004281703,0.01395162,0.00003911708,0.0004698068,0.00855524],"genre_scores_gemma":[0.9392166,0.0008335507,0.01131972,0.04616409,0.0001002019,0.001989323,0.0001350987,0.000006961149,0.000234519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7561493,"threshold_uncertainty_score":0.9998604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06658717622383693,"score_gpt":0.3867119077178933,"score_spread":0.3201247314940564,"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."}}