{"id":"W6943946915","doi":"10.17605/osf.io/9nf6v","title":"Relational Practice in Canadian Academic Librarianship","year":2022,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Community of practice; Academic library; Academic community; Information professional","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00682445,0.0003375681,0.0004575126,0.005881239,0.03035185,0.008954252,0.002179947,0.001559602,0.01068852],"category_scores_gemma":[0.02412811,0.0004382281,0.0002811618,0.01247804,0.01240531,0.003413863,0.008044991,0.001842765,0.0005849874],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1326242,"about_ca_system_score_gemma":0.1677718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9811516,"about_ca_topic_score_gemma":0.9864597,"domain_scores_codex":[0.9879851,0.003347735,0.0004015265,0.001100946,0.004657984,0.002506783],"domain_scores_gemma":[0.9861562,0.003210088,0.001673112,0.0005274768,0.003967138,0.004466097],"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":[0.0001172486,0.00009847161,0.04368171,0.0004775085,0.00003611182,0.0006692494,0.7407342,0.0003361544,0.001212781,0.1081462,0.01244108,0.0920493],"study_design_scores_gemma":[0.00002947411,0.00005630388,0.10799,0.0004452162,0.00004583257,0.0003176021,0.6206638,0.0004994929,0.0006523523,0.006626185,0.2625508,0.0001228746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6910541,0.006154887,0.002964271,0.02246223,0.0003281476,0.0001667197,0.000324967,0.0001314814,0.2764132],"genre_scores_gemma":[0.9868269,0.001354802,0.0005754427,0.000681746,0.00002710778,0.00002826615,0.00005086225,0.00002353782,0.01043146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9811516,"threshold_uncertainty_score":0.9622602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04356226254269864,"score_gpt":0.3082316705374201,"score_spread":0.2646694079947215,"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."}}