{"id":"W2890161808","doi":"","title":"Personal Librarians: can we help with student retention?","year":2018,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Internet privacy; Medical education; Pedagogy; Computer science; Public relations; Social psychology; Medicine; Political science","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":[0.01901148,0.0003798889,0.001156767,0.001648398,0.008404536,0.01327802,0.002590942,0.005364115,0.01445689],"category_scores_gemma":[0.1025534,0.0004165803,0.0009911574,0.002210457,0.005069845,0.01396076,0.009734647,0.007570048,0.0053016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003105013,"about_ca_system_score_gemma":0.01864452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005184054,"about_ca_topic_score_gemma":0.0121138,"domain_scores_codex":[0.9881613,0.006366464,0.0005308,0.0005540948,0.002502278,0.001885055],"domain_scores_gemma":[0.9385242,0.01497506,0.005407319,0.00348331,0.00897396,0.02863622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001136947,0.0009463734,0.02764283,0.0009046214,0.00009608129,0.0002116426,0.03172033,0.0000577447,0.0001749456,0.004624593,0.1873986,0.7461086],"study_design_scores_gemma":[0.0004100195,0.002383853,0.05040544,0.01032733,0.0004545164,0.001422082,0.2608213,0.0004914175,0.001390339,0.04019808,0.6313964,0.0002992225],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07332683,0.02034847,0.002316529,0.871222,0.005158251,0.0001110906,0.0001119555,0.0005414925,0.02686339],"genre_scores_gemma":[0.7330036,0.0437126,0.008255161,0.1696206,0.007375741,0.0004651327,0.0002740312,0.0004033777,0.03688964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01901148,"threshold_uncertainty_score":0.1005436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812398790283874,"score_gpt":0.253596455313202,"score_spread":0.2354724674103632,"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."}}