{"id":"W6939793792","doi":"10.6084/m9.figshare.17273281.v1","title":"Additional file 2 of Trigger videos: a novel application of a tool for surgical faculty development","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Hospital; McMaster University; University of Toronto","funders":"","keywords":"Session (web analytics); Presentation (obstetrics); Quality (philosophy); Data collection; File format; Protocol (science)","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":[0.003929447,0.0007180281,0.0007535632,0.002849231,0.0008540718,0.001438974,0.001285924,0.001086552,0.8817586],"category_scores_gemma":[0.05687273,0.0004640471,0.0005430914,0.002968467,0.0002384855,0.001944945,0.001424337,0.0007982769,0.1837586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001354836,"about_ca_system_score_gemma":0.001912704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004352996,"about_ca_topic_score_gemma":0.008865839,"domain_scores_codex":[0.9987193,0.0004171948,0.0002591543,0.0001291783,0.0003237375,0.0001514502],"domain_scores_gemma":[0.9271374,0.05687098,0.003158381,0.001884409,0.008749809,0.002199059],"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":[0.0004897816,0.0001836988,0.001095659,0.001774071,0.000009491222,0.00004669249,0.0001584298,0.0001071907,0.00006819254,0.000336453,0.9695684,0.0261618],"study_design_scores_gemma":[0.006837837,0.0007428882,0.04061259,0.004643295,0.0001075606,0.0004011371,0.002124517,0.001390241,0.001280721,0.007495481,0.9341588,0.0002048898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001496819,0.00004742866,0.001890501,0.001013717,0.0002494325,0.002500966,0.9790172,0.002392292,0.01139159],"genre_scores_gemma":[0.05367292,0.0004755195,0.04032446,0.003709392,0.001195296,0.05091884,0.7451385,0.005869142,0.09869584],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8817586,"threshold_uncertainty_score":0.1686569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03674367533557236,"score_gpt":0.2414790448333663,"score_spread":0.2047353694977939,"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."}}