{"id":"W3149986148","doi":"10.29173/iasl7840","title":"Empowering Students' Abilities and Personalities through Student Librarians Programs","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enthusiasm; Creativity; Process (computing); Resource (disambiguation); Personality psychology; Mathematics education; Psychology; Learning community; Pedagogy; Computer science; Personality","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":[0.002147895,0.0002357983,0.0002871438,0.0008149648,0.001863176,0.004543728,0.0005396982,0.0005744545,0.01110095],"category_scores_gemma":[0.004984133,0.0001536806,0.0003593459,0.0004228163,0.0006397198,0.001778403,0.003995562,0.001059217,0.003175616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003941125,"about_ca_system_score_gemma":0.001365112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002279731,"about_ca_topic_score_gemma":0.001007786,"domain_scores_codex":[0.9987087,0.0006469321,0.00004242985,0.00006255053,0.0002784326,0.0002609446],"domain_scores_gemma":[0.9968123,0.0007525732,0.0002559033,0.0002300475,0.0003778934,0.001571305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002299892,0.008726513,0.07419372,0.0003794651,0.00003838285,0.0005118655,0.07123426,0.0003344603,0.005895243,0.008359985,0.03144958,0.7986465],"study_design_scores_gemma":[0.0002250804,0.006345167,0.2189421,0.0008215858,0.0002622622,0.002523954,0.1611558,0.001898067,0.02779853,0.01567121,0.56419,0.0001662509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320767,0.0003321281,0.002132319,0.003332174,0.00005317725,0.0001099101,0.00004245016,0.0003763027,0.06154484],"genre_scores_gemma":[0.9668419,0.0004512329,0.003281295,0.0006083526,0.00004618246,0.000102046,0.00004969869,0.00003449334,0.02858468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01110095,"threshold_uncertainty_score":0.03713638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03429353050002827,"score_gpt":0.3434610325783605,"score_spread":0.3091675020783322,"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."}}