{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002414989,0.0002576831,0.0002896542,0.001223776,0.002068808,0.002712526,0.0007063675,0.0006373786,0.03355964],"category_scores_gemma":[0.005358003,0.0003496828,0.0003506319,0.0008257118,0.0007215518,0.001784838,0.002076365,0.001272533,0.006800919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001653048,"about_ca_system_score_gemma":0.004790773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003229444,"about_ca_topic_score_gemma":0.01162988,"domain_scores_codex":[0.9987088,0.0001882495,0.00006492798,0.0001232004,0.0003561934,0.0005585819],"domain_scores_gemma":[0.9872795,0.0009412652,0.001916418,0.0004181185,0.001927281,0.007517311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004252462,0.00590081,0.6814675,0.000412533,0.00004494188,0.0008564191,0.03016482,0.0001865922,0.006796663,0.002047497,0.0652409,0.2064559],"study_design_scores_gemma":[0.00004999374,0.002257752,0.8124815,0.000201469,0.00002066019,0.0007214656,0.04652303,0.0003708324,0.004091897,0.0007692059,0.1324683,0.00004391795],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726732,0.0002520478,0.0003634393,0.003309202,0.00009604686,0.0001545136,0.0004270356,0.00009243979,0.0226322],"genre_scores_gemma":[0.9309905,0.0006784173,0.002223771,0.002653393,0.000216303,0.0002929283,0.001203759,0.00004074933,0.06170022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03355964,"threshold_uncertainty_score":0.1122682,"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."}}