{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005232345,0.000731188,0.000787032,0.002563462,0.007029933,0.009745851,0.001967562,0.00628253,0.04363585],"category_scores_gemma":[0.02102315,0.0006379465,0.0004306932,0.001512888,0.002633929,0.01155561,0.003550807,0.0078185,0.03160388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005357456,"about_ca_system_score_gemma":0.01258967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022846,"about_ca_topic_score_gemma":0.0310624,"domain_scores_codex":[0.9928681,0.001865814,0.0003831939,0.0007389053,0.003603286,0.0005406748],"domain_scores_gemma":[0.9742473,0.003456051,0.0008836337,0.0009181942,0.009410745,0.01108411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000467338,0.00001490566,0.00008814465,0.00004039861,0.000001695363,0.00007567209,0.0005160723,0.000008126366,0.00006137324,0.0005240603,0.9853675,0.01329748],"study_design_scores_gemma":[0.000003319099,0.00000862189,0.0002457013,0.0001624592,0.00000357357,0.0005647643,0.002738421,0.00003032576,0.0001486653,0.000796372,0.99528,0.00001782268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001298676,0.03229381,0.00176943,0.8827479,0.03036814,0.00003929127,0.0001482588,0.0008303304,0.05050419],"genre_scores_gemma":[0.02158377,0.02355741,0.004372019,0.3714207,0.01035266,0.00009905397,0.0001557204,0.0006068537,0.5678517],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04363585,"threshold_uncertainty_score":0.1459764,"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."}}