{"id":"W3181781455","doi":"10.12968/jpar.2021.13.7.280","title":"Building ad-hoc team social capital through simulation","year":2021,"lang":"en","type":"article","venue":"Journal of Paramedic Practice","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Fanshawe College","funders":"","keywords":"Social capital; Psychology; Health care; Aviation; Social cognitive theory; Knowledge management; Medical education; Applied psychology; Sociology; Medicine; Social psychology; Engineering; Political science; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000953857,0.0001312992,0.0003492439,0.0001095409,0.0001774411,0.00004384145,0.00008347702,0.0001715176,0.0003494934],"category_scores_gemma":[0.008100712,0.0001241042,0.0001548042,0.0003992448,0.00006380775,0.0008583543,0.00002055028,0.00083046,0.00003774301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000468864,"about_ca_system_score_gemma":0.002275133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001645386,"about_ca_topic_score_gemma":0.000001037706,"domain_scores_codex":[0.9975396,0.0002882783,0.000826209,0.0001743091,0.0009364957,0.0002351198],"domain_scores_gemma":[0.9928155,0.003199595,0.001065927,0.0001957172,0.002515458,0.0002078147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01359958,0.0129053,0.101018,0.003142731,0.004972076,0.008125708,0.3281586,0.08486656,0.01456513,0.01853553,0.1550432,0.2550677],"study_design_scores_gemma":[0.01290968,0.00216586,0.07336941,0.001404771,0.002722026,0.01173577,0.1163468,0.01169703,0.002872502,0.00942605,0.7545356,0.0008145444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9075642,0.006396115,0.01527554,0.06548681,0.003251563,0.0002508539,0.000004334679,0.00004077391,0.00172983],"genre_scores_gemma":[0.9565871,0.0001971291,0.03601398,0.004645685,0.002366969,0.000003124193,0.000009997132,0.00002549252,0.0001504721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5994924,"threshold_uncertainty_score":0.9697894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06016917794486211,"score_gpt":0.4646882369546232,"score_spread":0.4045190590097611,"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."}}