{"id":"W7160682791","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":[0.002048115,0.00124542,0.001523765,0.003176902,0.009716163,0.01518291,0.00223492,0.003194201,0.7716904],"category_scores_gemma":[0.004682525,0.001155369,0.001152173,0.003760861,0.001830048,0.002771489,0.003686814,0.003062057,0.6447304],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03659343,"about_ca_system_score_gemma":0.08666313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8513486,"about_ca_topic_score_gemma":0.950537,"domain_scores_codex":[0.9968365,0.0001000144,0.0001008352,0.000346963,0.001682206,0.0009333891],"domain_scores_gemma":[0.9894245,0.0002917035,0.0001919313,0.00072581,0.00562248,0.003743585],"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":[0.00006567279,0.00003337701,0.0003661032,0.00006403796,0.000005114735,0.00004177781,0.00005588597,0.00005403657,0.0002198136,0.002314817,0.990043,0.006736321],"study_design_scores_gemma":[0.00001226701,0.00001191696,0.001537237,0.00006190049,0.000004252916,0.000008957851,0.0001930326,0.00006438603,0.0002808469,0.0003657411,0.9974408,0.00001869257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002262869,0.001002781,0.0007360504,0.007406521,0.008168326,0.0004193477,0.05394098,0.003428441,0.9226347],"genre_scores_gemma":[0.001130325,0.0001619234,0.0001604001,0.0002499691,0.00006905385,0.00002237378,0.003524579,0.0005124685,0.994169],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9979519,"threshold_uncertainty_score":0.3256559,"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."}}