{"id":"W7110543092","doi":"","title":"2019 November 20-21st - EQUATOR Canada Publication School- Ottawa","year":2019,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equator","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002048114,0.00124542,0.001523765,0.003176896,0.009716153,0.01518289,0.002234917,0.0031942,0.7716902],"category_scores_gemma":[0.004682525,0.001155368,0.001152171,0.003760857,0.001830046,0.002771487,0.003686811,0.003062056,0.6447304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0365934,"about_ca_system_score_gemma":0.08666309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8513485,"about_ca_topic_score_gemma":0.9505369,"domain_scores_codex":[0.9968365,0.0001000144,0.0001008352,0.0003469629,0.001682205,0.0009333887],"domain_scores_gemma":[0.9894245,0.0002917035,0.000191931,0.00072581,0.005622474,0.003743585],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006567291,0.00003337701,0.0003661034,0.00006403796,0.000005114744,0.00004177785,0.00005588597,0.00005403657,0.0002198141,0.002314816,0.990043,0.006736328],"study_design_scores_gemma":[0.00001226701,0.00001191697,0.001537237,0.00006190049,0.000004252925,0.000008957851,0.0001930324,0.00006438603,0.0002808471,0.0003657406,0.9974408,0.00001869255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002262871,0.001002781,0.0007360504,0.007406514,0.00816833,0.0004193479,0.05394098,0.003428443,0.9226347],"genre_scores_gemma":[0.001130326,0.0001619236,0.0001604005,0.0002499693,0.00006905399,0.00002237378,0.003524582,0.000512469,0.994169],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9979519,"threshold_uncertainty_score":0.3256561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099211321513962,"score_gpt":0.238821369039017,"score_spread":0.2278292558238774,"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."}}