{"id":"W908862885","doi":"10.11575/prism/34760","title":"Librarians as Faculty Association Participants: An Autoethnography","year":2014,"lang":"en","type":"book-chapter","venue":"E-LIS Repository (University of Naples Federico II)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autoethnography; Ethnography; University faculty; Library science; Association (psychology); Medical education; Sociology; Pedagogy; Psychology; Political science; Medicine; Social science; Anthropology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004714945,0.0002374957,0.0003992088,0.0001699158,0.002714492,0.0002935944,0.0008009878,0.0006176897,0.0009014083],"category_scores_gemma":[0.00006316887,0.0002952607,0.0003060361,0.0002008903,0.0004961596,0.001883363,0.0001373838,0.0002772434,0.0000901403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001986435,"about_ca_system_score_gemma":0.0008346082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001929324,"about_ca_topic_score_gemma":0.001119427,"domain_scores_codex":[0.9977331,0.0001765011,0.0002636603,0.0005078389,0.0009221598,0.0003967685],"domain_scores_gemma":[0.9982349,0.00009213373,0.00083758,0.0003314088,0.000159875,0.0003440802],"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":[0.0002247641,0.0004471862,0.01386143,0.0001281595,0.0007517447,0.0002226165,0.1390383,0.00003321,0.001079076,0.6919462,0.1432575,0.009009812],"study_design_scores_gemma":[0.0002209212,0.0003750097,0.00184701,0.00007732661,0.0001248056,0.000001862725,0.01156899,0.0000409879,0.00008578458,0.002750985,0.9824927,0.0004135838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0359519,0.00006889,0.000102596,0.001621684,0.0006431174,0.0002852372,0.00006349255,0.0002728647,0.9609902],"genre_scores_gemma":[0.1789694,0.0001053886,0.0005200568,0.0001858048,0.0004186377,4.477368e-7,0.0001416764,0.00002148062,0.8196371],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8392352,"threshold_uncertainty_score":0.9999499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04066033679490107,"score_gpt":0.260456945723755,"score_spread":0.2197966089288539,"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."}}