{"id":"W4416823668","doi":"10.21956/mep.20023.r30561","title":"Referee report. For: Health Professions' Educators' Adaptation to Rapidly Changing Circumstances: The Ottawa 2020 Conference Experience [version 1; peer review: awaiting peer review]","year":2020,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Peer review; Peer-to-peer; Public health; Health care","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03091005,0.0002631912,0.0007414946,0.0001946504,0.003017949,0.00003680393,0.0009390097,0.0001749821,0.0008548368],"category_scores_gemma":[0.05271709,0.000189873,0.0001429263,0.002071358,0.0001569126,0.0003490015,0.0003893466,0.001471751,0.0002659276],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007274591,"about_ca_system_score_gemma":0.006599398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002780793,"about_ca_topic_score_gemma":0.0003971682,"domain_scores_codex":[0.9888191,0.00279782,0.001932758,0.0007693617,0.003886244,0.00179473],"domain_scores_gemma":[0.9783584,0.001573199,0.001163948,0.0009688423,0.01679125,0.001144337],"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":[0.00002928609,0.00003957169,0.0003360897,0.01102841,0.000009449464,0.000001136909,0.06608262,0.000001432929,0.00007917471,0.0007900909,0.9174202,0.004182547],"study_design_scores_gemma":[0.0002252689,0.0001771161,0.0008293692,0.01570169,0.000009250399,0.000003308071,0.1067591,0.0001524219,0.0000222084,0.00006020122,0.8758999,0.0001601856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003301241,0.006320621,0.001660241,0.9773626,0.0007542023,0.006346573,0.0003924093,0.00007930315,0.003782777],"genre_scores_gemma":[0.2110462,0.05816584,0.00840475,0.3705562,0.007522995,0.01563529,0.01032603,0.0002837763,0.3180589],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6068065,"threshold_uncertainty_score":0.9990323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.209939039989006,"score_gpt":0.5295302166094187,"score_spread":0.3195911766204127,"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."}}