{"id":"W1939766539","doi":"10.18438/b8p902","title":"Evidence Based Practice: Science? Or Art?","year":2011,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data 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":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.007832888,0.0002071539,0.0001782711,0.0004942193,0.001741029,0.00139517,0.0007068303,0.0001452952,0.00371549],"category_scores_gemma":[0.05044962,0.0001771559,0.00005272243,0.002256576,0.0008276632,0.5374535,0.0001395067,0.00047967,0.0005544845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005644575,"about_ca_system_score_gemma":0.00501651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001874864,"about_ca_topic_score_gemma":9.77109e-7,"domain_scores_codex":[0.9961433,0.001274199,0.0005718596,0.0003389686,0.001120397,0.0005512813],"domain_scores_gemma":[0.9894314,0.008597889,0.0007694057,0.0004090389,0.0003918772,0.0004003209],"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":[0.007425733,0.0003150481,0.002796142,0.0004088101,0.00003811574,0.00007706001,0.02397228,0.000190993,0.0002021022,0.8025538,0.013573,0.1484469],"study_design_scores_gemma":[0.0003498818,0.0004216492,0.00176449,0.001020522,0.00006425184,0.00001717481,0.007933429,0.001813291,0.001723788,0.0001611877,0.984387,0.0003432955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002099699,0.003462774,0.02214839,0.3553382,0.001178557,0.002101627,0.00001336263,0.001214957,0.6124424],"genre_scores_gemma":[0.5529565,0.01167585,0.1351177,0.2970955,0.0004011719,0.0001670035,0.00002119015,0.00003415635,0.002530803],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.970814,"threshold_uncertainty_score":0.9996415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05954888208378583,"score_gpt":0.3326944135607192,"score_spread":0.2731455314769334,"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."}}