{"id":"W4389801794","doi":"10.1002/jrsm.1696","title":"A study of search strategy availability statements and sharing practices for systematic reviews: Ask and you might receive","year":2023,"lang":"en","type":"article","venue":"Research Synthesis Methods","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Manitoba","funders":"","keywords":"Systematic review; Ask price; Transparency (behavior); Quality (philosophy); Computer science; Data collection; Data science; Information retrieval; Psychology; MEDLINE; Business; Political science; Sociology","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":["metaresearch","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7796497,0.0003315974,0.005666789,0.001279605,0.0004529028,0.001353342,0.001833428,0.0001029473,0.0006856202],"category_scores_gemma":[0.6376415,0.0001620747,0.0005478942,0.003541489,0.0002074038,0.0006383328,0.0008049837,0.0003229854,0.0002309228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000061635,"about_ca_system_score_gemma":0.0001120507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000144957,"about_ca_topic_score_gemma":0.00006851846,"domain_scores_codex":[0.6375149,0.3279597,0.01754836,0.00362831,0.01210528,0.001243362],"domain_scores_gemma":[0.6038704,0.37277,0.009683595,0.007680811,0.005372375,0.0006227515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003675118,0.002209718,0.0828446,0.227653,0.005441983,0.00004378641,0.03695687,0.00009468893,0.007986816,0.001433687,0.0153889,0.6195784],"study_design_scores_gemma":[0.003062446,0.004552975,0.06795304,0.02391067,0.004905092,0.00005558584,0.6228989,0.1729358,0.005019714,0.04752618,0.04492139,0.002258305],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510416,0.008294593,0.009186154,0.0006650359,0.0001047726,0.02766087,0.00006189053,0.00002253666,0.002962575],"genre_scores_gemma":[0.8135766,0.004592175,0.1446572,0.00002396595,0.0001292009,0.01010048,0.000006478764,0.00009932442,0.0268146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6173201,"threshold_uncertainty_score":0.9996833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9639013715567339,"score_gpt":0.7566105992377656,"score_spread":0.2072907723189683,"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."}}