{"id":"W6887704860","doi":"10.17605/osf.io/rf68z","title":"Introduction to WISEST - Video","year":2018,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Quality (philosophy); Automation; Visualization; Key (lock); Context (archaeology)","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":[0.009417908,0.001638442,0.001311045,0.00803484,0.0006207559,0.0056937,0.002146318,0.002193468,0.1974417],"category_scores_gemma":[0.06639611,0.001815076,0.002179218,0.005239607,0.000712469,0.004184737,0.004572276,0.00316777,0.08331483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072507,"about_ca_system_score_gemma":0.002671311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001488988,"about_ca_topic_score_gemma":0.00251026,"domain_scores_codex":[0.9939719,0.002653954,0.001087549,0.0006823589,0.001402354,0.0002019036],"domain_scores_gemma":[0.9611002,0.02812728,0.001951355,0.002993018,0.004604197,0.001223962],"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":[0.0003575813,0.0001049844,0.0006176804,0.003681139,0.0001439761,0.000167322,0.0004178884,0.001832699,0.001996292,0.02833841,0.5089298,0.4534122],"study_design_scores_gemma":[0.0003592269,0.0001820491,0.001237079,0.002218438,0.00007468486,0.0004305378,0.0001182725,0.01080531,0.002510145,0.0512741,0.9306347,0.0001554589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.001910155,0.003955725,0.7804008,0.007996833,0.003855746,0.002514751,0.04568529,0.1220525,0.03162829],"genre_scores_gemma":[0.01005153,0.00235824,0.9147696,0.003055462,0.001619275,0.004251678,0.02104683,0.02218976,0.0206577],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8025583,"threshold_uncertainty_score":0.6605082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2888045118288367,"score_gpt":0.4379678393284888,"score_spread":0.1491633274996521,"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."}}