{"id":"W2161978021","doi":"10.18438/b8603r","title":"Learning From Others About Research Evidence","year":2012,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Computer science; Cognitive psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0597095,0.001096167,0.002488831,0.005797066,0.002675886,0.008539109,0.00403333,0.00870182,0.1738076],"category_scores_gemma":[0.3464072,0.0008462734,0.003152765,0.004278375,0.002517686,0.01053446,0.006535267,0.009753847,0.04452167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00698991,"about_ca_system_score_gemma":0.01559388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001773028,"about_ca_topic_score_gemma":0.004170298,"domain_scores_codex":[0.9493522,0.02484068,0.009022987,0.001836525,0.01366718,0.001280462],"domain_scores_gemma":[0.6972766,0.1641603,0.01700995,0.01723433,0.09034605,0.01397278],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006517813,0.00008121143,0.0004999101,0.02482024,0.000521242,0.0001571669,0.0003245987,0.0001107577,0.0002731139,0.01114789,0.6789497,0.2824624],"study_design_scores_gemma":[0.000222539,0.0001452359,0.001126557,0.06667757,0.0007429388,0.0003038342,0.000797913,0.00009929751,0.0005064292,0.0173082,0.9120122,0.00005731661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007902946,0.1269593,0.006045312,0.5415868,0.1844331,0.001444673,0.003120185,0.0003010771,0.1353192],"genre_scores_gemma":[0.04022391,0.2745,0.009432586,0.3796286,0.1042482,0.005389416,0.004154991,0.0004499434,0.1819725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9402905,"threshold_uncertainty_score":0.5814443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2312107202995408,"score_gpt":0.5183033789370322,"score_spread":0.2870926586374913,"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."}}