{"id":"W2068428412","doi":"10.1108/00907320410519423","title":"Research, development, and production of information resources and tools","year":2005,"lang":"en","type":"article","venue":"Reference Services Review","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Originality; Value (mathematics); Informatics; Medical education; Information literacy; Work (physics); Quality (philosophy); Health informatics; Relevance (law); Critical appraisal; Professional development; Computer science; Knowledge management; Psychology; Sociology; Library science; Medicine; Political science; Nursing; Alternative medicine; Qualitative research; Engineering; Social science; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08635263,0.001760858,0.002094258,0.02295406,0.004746671,0.0283824,0.006033714,0.00350902,0.01028812],"category_scores_gemma":[0.1681328,0.00152515,0.002305497,0.02599371,0.00689501,0.02568184,0.01152718,0.003912134,0.009103054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005992844,"about_ca_system_score_gemma":0.03710147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005308387,"about_ca_topic_score_gemma":0.003611954,"domain_scores_codex":[0.9166426,0.04991512,0.007986975,0.004838536,0.01744772,0.003169061],"domain_scores_gemma":[0.7407932,0.159964,0.009622627,0.0498753,0.0317047,0.008040212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001353913,0.0004573503,0.005221743,0.003681908,0.0000917205,0.000388156,0.01068519,0.0008013234,0.002708382,0.05825845,0.03704415,0.8805262],"study_design_scores_gemma":[0.0001768106,0.0007274237,0.01230013,0.01850993,0.0003740582,0.001436511,0.03977495,0.005698479,0.01541201,0.1205606,0.7847016,0.0003275204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04067952,0.02391928,0.5900462,0.03359369,0.002556712,0.01367484,0.006739146,0.01046707,0.2783234],"genre_scores_gemma":[0.118071,0.009133557,0.8438939,0.002564785,0.0006000025,0.005763093,0.00490109,0.001688658,0.01338385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08635263,"threshold_uncertainty_score":0.4566818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2828084592052059,"score_gpt":0.5224971970716938,"score_spread":0.239688737866488,"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."}}