{"id":"W122851695","doi":"","title":"The Future of the Profession of Librarianship: Constructed or Ordained","year":2003,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Perception; Service (business); Field (mathematics); Public relations; Public service; Sociology; Political science; Management; Library science; Psychology; Marketing; Business; Economics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004737691,0.0002192875,0.0002403501,0.001726564,0.006254694,0.01621025,0.0007337049,0.002536016,0.00618554],"category_scores_gemma":[0.005995133,0.0002391842,0.0002782702,0.001713728,0.02707327,0.01663219,0.004575199,0.002804392,0.001069807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004669701,"about_ca_system_score_gemma":0.01818786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00820946,"about_ca_topic_score_gemma":0.01127388,"domain_scores_codex":[0.996704,0.002084888,0.00008952051,0.0002111389,0.0004127375,0.0004977608],"domain_scores_gemma":[0.9951729,0.001494174,0.0004492151,0.0004163936,0.0009716686,0.001495651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008539883,0.000107335,0.01508481,0.0003805645,0.00001210331,0.0003633168,0.08415459,0.0004014515,0.000682271,0.7497496,0.01659041,0.1323881],"study_design_scores_gemma":[0.00001785227,0.0001175314,0.01227844,0.0009872218,0.00001361831,0.0005207784,0.1877234,0.001501441,0.0002889299,0.4256634,0.3708206,0.00006682589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1659585,0.0340419,0.01520242,0.3600794,0.001852075,0.00005955253,0.0001187809,0.0002648266,0.4224225],"genre_scores_gemma":[0.9743404,0.006143531,0.003504684,0.003938427,0.0003635273,0.00003421019,0.0000275893,0.00002152894,0.01162608],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01621025,"threshold_uncertainty_score":0.03388119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0586908182402491,"score_gpt":0.316011125088591,"score_spread":0.2573203068483419,"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."}}