{"id":"W6902226386","doi":"10.6084/m9.figshare.26989555","title":"Additional file 1 of A scoping review of emotions and related constructs in simulation-based education research articles","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Innovative Teaching Methodologies in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McMaster University; McGill University","funders":"","keywords":"Table (database); Population; Extension (predicate logic); Research methodology; Research design","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004972452,0.00003325401,0.0001195236,0.0001386382,0.0001923473,0.00005364913,0.000194455,0.00004318588,0.3978311],"category_scores_gemma":[0.03360298,0.0000316679,0.00001571813,0.001634023,0.001061167,0.0002267113,0.0000624428,0.0001252279,0.00001760727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006562904,"about_ca_system_score_gemma":0.00245421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003375275,"about_ca_topic_score_gemma":0.0003694112,"domain_scores_codex":[0.9980145,0.001158726,0.0002684686,0.000149425,0.0002973348,0.0001115814],"domain_scores_gemma":[0.9844906,0.0150441,0.00008928978,0.00006758492,0.0002865662,0.00002185564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000007991075,0.0001225792,0.0002834755,0.001490492,0.00001285254,0.000001837653,0.01706429,0.0001180721,0.0001174198,0.01353468,0.09750975,0.8697366],"study_design_scores_gemma":[0.0003487658,0.0002052151,0.008995317,0.6290675,0.00003015003,0.000001678753,0.056444,0.004598727,0.0005432579,0.08361499,0.2156344,0.0005160058],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1057769,0.008391529,0.0002617626,0.008483686,0.0009235094,0.00607667,0.0537128,0.00002353205,0.8163496],"genre_scores_gemma":[0.8224791,0.0003888738,0.1723846,0.00009089712,0.00009840428,0.0002636881,0.002104146,0.00001076213,0.002179492],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8692206,"threshold_uncertainty_score":0.9745374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.332027945644728,"score_gpt":0.5665999521347255,"score_spread":0.2345720064899974,"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."}}