{"id":"W2140455418","doi":"10.1177/0340035205052640","title":"Unreliable Research: are librarians liable?","year":2005,"lang":"en","type":"article","venue":"IFLA Journal","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Deception; Reputation; Publication; Public relations; Sociology; Library science; Law; Political science; Psychology; Internet privacy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.08751912,0.0006851641,0.001150408,0.009388421,0.02149875,0.0255368,0.00321638,0.01508629,0.007326027],"category_scores_gemma":[0.3709644,0.0009554456,0.0007724237,0.009713828,0.0284852,0.03170079,0.01064024,0.01010416,0.005998848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009861699,"about_ca_system_score_gemma":0.01382777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005524843,"about_ca_topic_score_gemma":0.007285535,"domain_scores_codex":[0.9065474,0.05815224,0.006445504,0.002960949,0.02082133,0.005072523],"domain_scores_gemma":[0.450426,0.3712075,0.07958023,0.02883877,0.06094003,0.009007385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002297569,0.0001728548,0.0509967,0.001049722,0.0001012642,0.003744769,0.1716136,0.000428327,0.0002720124,0.338235,0.168014,0.2651421],"study_design_scores_gemma":[0.00005051143,0.0003055924,0.01351142,0.005079344,0.0001880861,0.007533789,0.1620684,0.001999541,0.001644797,0.299715,0.5076463,0.0002571227],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05546622,0.02859712,0.02621829,0.7507541,0.001903965,0.0001608983,0.0001024708,0.0004147273,0.1363822],"genre_scores_gemma":[0.8193153,0.02697564,0.007163516,0.1022518,0.005588484,0.000247556,0.0001464879,0.0002472287,0.03806396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9849137,"threshold_uncertainty_score":0.4628509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1250591299389625,"score_gpt":0.3995596740713884,"score_spread":0.2745005441324259,"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."}}