{"id":"W2793887798","doi":"10.1108/rsr-05-2017-0016","title":"Seeing through the network","year":2018,"lang":"en","type":"article","venue":"Reference Services Review","topic":"Library Science and Administration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Originality; Terminology; Value (mathematics); Perception; Sociology; Relation (database); Focus group; Work (physics); Service (business); Graduate students; Psychology; Medical education; Pedagogy; Qualitative research; Computer science; Social science; Medicine; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004136976,0.000423082,0.0003853413,0.001867784,0.006046625,0.0116469,0.001196881,0.002044633,0.03247777],"category_scores_gemma":[0.01540759,0.0002769009,0.0003896937,0.001775922,0.007791332,0.01969475,0.00657845,0.002334234,0.004947995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003071781,"about_ca_system_score_gemma":0.005636384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01292276,"about_ca_topic_score_gemma":0.01625493,"domain_scores_codex":[0.9947218,0.003383679,0.0001363945,0.0005967098,0.0007649015,0.0003964822],"domain_scores_gemma":[0.9908552,0.004105897,0.001051921,0.001001022,0.001393379,0.001592563],"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":[0.00008782064,0.00005062756,0.009940249,0.001044463,0.00006727318,0.001439999,0.2424675,0.0004104164,0.001587276,0.3285451,0.1350839,0.2792754],"study_design_scores_gemma":[0.000004907679,0.00002748726,0.0009873529,0.0004217364,0.00002006905,0.0003537608,0.05748534,0.0001095639,0.0001528194,0.02630882,0.9141135,0.00001462133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04925724,0.01642033,0.02911475,0.1082036,0.003056155,0.0001723754,0.0004269437,0.0005348015,0.7928138],"genre_scores_gemma":[0.7665667,0.02785604,0.01359017,0.01586307,0.001294426,0.0002298907,0.0004387801,0.0004208506,0.1737401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03247777,"threshold_uncertainty_score":0.108649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07116630000206857,"score_gpt":0.3692765470759677,"score_spread":0.2981102470738991,"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."}}