{"id":"W4403432869","doi":"10.1002/pra2.1104","title":"The Evolving Role of Information Professionals in Navigating Places, Spaces, and Nurturing New Discourses in the In‐Between","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sociology; Engineering ethics; Public relations; Knowledge management; Political science; Computer science; Engineering","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":[0.02761052,0.0004746362,0.0005926574,0.004472344,0.02149237,0.03540807,0.001922851,0.006690179,0.006251038],"category_scores_gemma":[0.02964089,0.0009105271,0.0005892557,0.002992812,0.03404249,0.02707195,0.02179626,0.005569458,0.001853073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006791129,"about_ca_system_score_gemma":0.01522922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007445539,"about_ca_topic_score_gemma":0.006596334,"domain_scores_codex":[0.9734687,0.02029508,0.0005481197,0.001175919,0.001774173,0.002738196],"domain_scores_gemma":[0.9632633,0.02352622,0.001616229,0.002178244,0.002910128,0.006505941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005585442,0.00008976337,0.00414515,0.0001227639,0.00000865174,0.000682554,0.888126,0.0001250198,0.0008901562,0.07058646,0.006937798,0.0282299],"study_design_scores_gemma":[0.00002306773,0.0000805988,0.001775314,0.0005005004,0.00001873706,0.0006424577,0.7909962,0.0007690546,0.0008999064,0.05314241,0.1511003,0.00005143576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6315128,0.00456329,0.03523023,0.1150001,0.0005971455,0.0001207852,0.00008081555,0.0005168613,0.212378],"genre_scores_gemma":[0.9809806,0.001048524,0.006833032,0.002485064,0.0000911661,0.00007187184,0.00002962255,0.00008383459,0.008376308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03540807,"threshold_uncertainty_score":0.1460202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009093621131209415,"score_gpt":0.3015976326116065,"score_spread":0.2925040114803971,"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."}}