{"id":"W4238835232","doi":"10.18438/b8tw39","title":"Bogus Evidence","year":2013,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0008570814,0.0002268257,0.0001690012,0.0002965507,0.0002553873,0.001613479,0.0003669973,0.0001064929,0.004195516],"category_scores_gemma":[0.007927512,0.0002054763,0.0000487531,0.0008338836,0.0001208108,0.7817945,0.0001692633,0.0003435005,0.02094345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002160044,"about_ca_system_score_gemma":0.0002786018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003723487,"about_ca_topic_score_gemma":1.608861e-8,"domain_scores_codex":[0.9979295,0.0003453646,0.0006265175,0.0002203546,0.0005465444,0.0003317404],"domain_scores_gemma":[0.9940509,0.004377022,0.0006049951,0.0005039719,0.000183084,0.0002800611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002099507,0.0002106467,0.01064421,0.0008746329,0.00008651653,0.00001936681,0.001225267,0.0007783716,0.003746438,0.4953393,0.4044512,0.08052456],"study_design_scores_gemma":[0.0004428084,0.0002702971,0.04358696,0.00121787,0.00006022361,0.00006886412,0.0008516289,0.01596142,0.005828435,0.0004429145,0.9307949,0.000473701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08847348,0.01462671,0.01193095,0.7733774,0.001111007,0.005220782,0.00007068334,0.003844883,0.1013441],"genre_scores_gemma":[0.7368594,0.002547173,0.03735119,0.2218169,0.0001905166,0.0003111944,0.00006870283,0.00005301695,0.000801887],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7801811,"threshold_uncertainty_score":0.999423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044949628805217,"score_gpt":0.2643954120896274,"score_spread":0.2439459158015752,"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."}}