{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0066703,0.00007975728,0.0001282608,0.0001673832,0.00206762,0.0004105756,0.0006159238,0.0005377004,0.00468902],"category_scores_gemma":[0.001666896,0.00007049589,0.00007517484,0.0004226363,0.0003015656,0.000951701,0.00005144528,0.004218628,0.001154103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001951498,"about_ca_system_score_gemma":0.0006298297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005489457,"about_ca_topic_score_gemma":0.0005771631,"domain_scores_codex":[0.9972508,0.0007001076,0.0002383121,0.0001406591,0.0009677632,0.0007023378],"domain_scores_gemma":[0.9986351,0.0004927486,0.000107502,0.0001139448,0.0002911267,0.0003596199],"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":[0.00001729036,0.00004902421,0.002936526,0.000003081779,0.00001703119,0.00004889586,0.01409016,0.00007370677,0.00008276606,0.05895574,0.9129856,0.01074014],"study_design_scores_gemma":[0.000148161,0.00002072975,0.0004334488,0.0000754128,0.000004577746,0.00003866526,0.008517394,0.00006706484,0.0001493264,0.02415001,0.9663007,0.00009449566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03658494,0.001819539,0.000823633,0.1327309,0.00152845,0.0001581978,0.000008250893,0.00009917822,0.8262469],"genre_scores_gemma":[0.8337829,0.003651867,0.004811166,0.003329546,0.01557531,0.000005608372,0.000001740842,0.00002903224,0.1388129],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7971979,"threshold_uncertainty_score":0.9996236,"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."}}