{"id":"W2786206102","doi":"10.29173/lirg747","title":"Institutional ethnography: A sociology for librarianship","year":2018,"lang":"en","type":"article","venue":"Library and Information Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Ethnography; Sociology; Scholarship; Ontology; Everyday life; Scholarly communication; Service (business); Social science; Library science; Epistemology; Publishing; Anthropology; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005927433,0.0000502711,0.00007975269,0.000350746,0.002319206,0.0003138029,0.0002218598,0.0001801618,0.0005244523],"category_scores_gemma":[0.001644918,0.00004393666,0.00003671299,0.0005386989,0.005875853,0.0119514,0.0001009288,0.0003704363,0.00005511958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008089199,"about_ca_system_score_gemma":0.0006717002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000314994,"about_ca_topic_score_gemma":0.00000285983,"domain_scores_codex":[0.9973126,0.001587322,0.0001812402,0.00009689743,0.0004127558,0.0004091821],"domain_scores_gemma":[0.9971894,0.002310481,0.00003170623,0.00008469911,0.0002018794,0.0001818496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008313949,0.000007414574,0.0006321497,0.00004236522,0.000007418321,1.183416e-7,0.03271636,1.205754e-7,0.000008679692,0.9382428,0.007799422,0.02046004],"study_design_scores_gemma":[0.0001631478,0.0001501428,0.001626594,0.000009867598,4.631787e-7,1.744242e-7,0.007957174,0.0001341582,0.00009201687,0.2614231,0.7283973,0.00004579333],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04513003,0.0002872874,0.02118213,0.1259773,0.0003087045,0.001084593,0.0001143372,0.0001660123,0.8057496],"genre_scores_gemma":[0.8852074,0.004089277,0.08340602,0.0119071,0.003286102,0.0005334389,0.0003359311,0.0000236528,0.01121109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8400773,"threshold_uncertainty_score":0.9989796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4158410922674843,"score_gpt":0.5690212601168575,"score_spread":0.1531801678493732,"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."}}