{"id":"W1553558228","doi":"10.18438/b8833d","title":"Field Experiences Provide Value for Library Students, but More Research Is Needed into Their Administration","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":"Practicum; Snowball sampling; Medical education; Service (business); Psychology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001867771,0.0001658864,0.0001476858,0.0003538083,0.001407863,0.00231639,0.000892303,0.0001611039,0.001180552],"category_scores_gemma":[0.002499473,0.0001402346,0.00006526466,0.0009826769,0.0003805271,0.6952983,0.0001823753,0.0002722068,0.0000635437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001363303,"about_ca_system_score_gemma":0.001207724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001466685,"about_ca_topic_score_gemma":9.329401e-8,"domain_scores_codex":[0.9973587,0.0004904931,0.0006489531,0.0002368144,0.0008671194,0.0003978983],"domain_scores_gemma":[0.9959219,0.002989044,0.00038667,0.0003064251,0.0001552158,0.0002408159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001734623,0.0001392009,0.001867175,0.0001926134,0.00001945997,0.000002305782,0.3547887,0.000002674884,0.00001374901,0.5736176,0.04028292,0.02733895],"study_design_scores_gemma":[0.0002001927,0.0005188308,0.0005967927,0.000134154,0.000006246964,0.000002063465,0.2429305,0.0006733341,0.01216015,0.001173965,0.7414296,0.0001741869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2680085,0.001062285,0.004004175,0.6319491,0.001070341,0.004123164,0.00005715954,0.0007343245,0.08899097],"genre_scores_gemma":[0.6269315,0.00163426,0.0177792,0.3503843,0.0003052021,0.0005857729,0.0001039299,0.00001550062,0.002260412],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7011467,"threshold_uncertainty_score":0.9998922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06938871710792512,"score_gpt":0.3864474497776444,"score_spread":0.3170587326697193,"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."}}