{"id":"W7012974311","doi":"","title":"648710.pdf","year":2018,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Park","funders":"","keywords":"Research methodology; Agency (philosophy); China; Systematic review; Qualitative research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004739301,0.0008148588,0.0009831009,0.007974124,0.0009666028,0.007816792,0.001836626,0.001141612,0.8287668],"category_scores_gemma":[0.02886905,0.0005356113,0.00083057,0.009311499,0.000818587,0.004468855,0.003929789,0.001472105,0.6509191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001942582,"about_ca_system_score_gemma":0.006136981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003442058,"about_ca_topic_score_gemma":0.004756145,"domain_scores_codex":[0.9970703,0.0007403843,0.0004433304,0.000295744,0.001234108,0.0002160231],"domain_scores_gemma":[0.9846257,0.004121712,0.001244925,0.001585821,0.006409611,0.002012274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009875339,0.00006770167,0.0003595381,0.002803741,0.00001578256,0.0000453976,0.000146674,0.00006374508,0.0001309501,0.004108651,0.7328931,0.2592659],"study_design_scores_gemma":[0.00002823155,0.00001619785,0.0005073291,0.001857066,0.000009152097,0.00006629415,0.00009499487,0.00002266203,0.0001092417,0.0007847679,0.9964954,0.000008570813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001122311,0.00770916,0.00455119,0.004728384,0.003985533,0.00116226,0.08851624,0.004351743,0.8838732],"genre_scores_gemma":[0.006655497,0.01593449,0.006453331,0.002083005,0.001081842,0.00185933,0.07022247,0.005067133,0.8906431],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1712332,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722877512031629,"score_gpt":0.2771440400168762,"score_spread":0.2599152648965599,"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."}}