{"id":"W2808376598","doi":"10.18438/eblip29419","title":"Academic Librarians Perceive Duration and Social Interaction as Important Elements for Professional Development","year":2018,"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":"Transformational leadership; Professional development; Qualitative research; Psychology; Perception; Set (abstract data type); Duration (music); Pedagogy; Sociology; Medical education; Social psychology; Medicine; Social science; 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":[0.009658624,0.0002708427,0.0005151137,0.0032707,0.007200762,0.01146002,0.0008349471,0.001281462,0.008551499],"category_scores_gemma":[0.03552835,0.0004057151,0.000447243,0.003501047,0.004377039,0.006832557,0.007330207,0.001037383,0.002091399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00343591,"about_ca_system_score_gemma":0.005817734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003500778,"about_ca_topic_score_gemma":0.005645655,"domain_scores_codex":[0.9874357,0.006537624,0.001057269,0.0006198209,0.003491893,0.0008575941],"domain_scores_gemma":[0.9402495,0.03416065,0.0102069,0.002178298,0.007384319,0.005820213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002638772,0.0002949061,0.1119881,0.002520395,0.00009437262,0.00133905,0.5370815,0.0001516591,0.0023163,0.01018273,0.01288924,0.3208777],"study_design_scores_gemma":[0.00004609672,0.0003442695,0.135137,0.0009441671,0.00008432762,0.00283768,0.4980074,0.0001668664,0.001087043,0.01190928,0.3492815,0.0001544254],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7538793,0.01820483,0.01206067,0.0179127,0.0003908002,0.0002085839,0.0002605656,0.0003940399,0.1966884],"genre_scores_gemma":[0.9822882,0.002672447,0.003079023,0.001366591,0.0001827053,0.0001022282,0.00009767262,0.00007996904,0.01013113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01146002,"threshold_uncertainty_score":0.05108029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724257712634939,"score_gpt":0.3458721962723376,"score_spread":0.3186296191459883,"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."}}