{"id":"W7000622285","doi":"","title":"An expert in your library: Heather Jagman","year":2016,"lang":"en","type":"article","venue":"The Institutional Repository at DePaul University (DePaul University)","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Redevelopment; Action (physics); Action research; Data collection; Academic library; Experiential learning","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002452783,0.0001608156,0.0001439663,0.0004004101,0.002615465,0.0001010957,0.001252516,0.0001439734,0.0005073363],"category_scores_gemma":[0.00002552152,0.0001247791,0.0001110015,0.000959674,0.0008130618,0.0182823,0.0002398926,0.0001389,0.0001534214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007450828,"about_ca_system_score_gemma":0.0008338151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008820214,"about_ca_topic_score_gemma":0.0002232326,"domain_scores_codex":[0.9982219,0.0004010188,0.0001666794,0.000337471,0.000479063,0.0003938304],"domain_scores_gemma":[0.9990199,0.000134714,0.0001159782,0.0003759951,0.0000706943,0.000282715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002979638,0.001095053,0.01071231,0.0000300249,0.0002245941,0.579104,0.008415688,0.001317201,0.01163544,0.3737788,0.001168652,0.009538568],"study_design_scores_gemma":[0.0007445298,0.00005418718,0.009616778,0.00004467393,0.00001046132,0.001320427,0.007091553,0.0000717498,0.0005985844,0.0003589982,0.9798172,0.0002708829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8270889,0.00002647169,0.0002166004,0.004354067,0.0003236017,0.0001817356,0.00002127863,0.0001718679,0.1676155],"genre_scores_gemma":[0.9200327,0.0001895442,0.0001617847,0.0007228994,0.0002011954,2.08529e-7,0.00001300949,0.000006791945,0.07867185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9786485,"threshold_uncertainty_score":0.998683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450398970460442,"score_gpt":0.2243127036681878,"score_spread":0.2098087139635834,"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."}}