{"id":"W2327510529","doi":"10.1097/nne.0000000000000045","title":"Campus Clinical","year":2014,"lang":"en","type":"article","venue":"Nurse Educator","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Loyalist College","funders":"","keywords":"Experiential learning; Situated; Curriculum; Context (archaeology); Situated learning; Variety (cybernetics); Medical education; Psychology; Pedagogy; Medicine; Computer science; Geography","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004385737,0.000106496,0.0002302586,0.00008904497,0.00007459689,0.00001151754,0.00007774854,0.0001381175,0.001435109],"category_scores_gemma":[0.0006872695,0.00009769297,0.00009699252,0.0001700202,0.00008543188,0.00003658532,0.0000048101,0.0002657065,0.001284986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132711,"about_ca_system_score_gemma":0.001061636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006440081,"about_ca_topic_score_gemma":0.000002473978,"domain_scores_codex":[0.9987636,0.0001161251,0.0004016545,0.0002817343,0.0002052763,0.0002315968],"domain_scores_gemma":[0.9980688,0.0005501935,0.00009721761,0.0005578305,0.0002631069,0.0004628426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003509849,0.0002994334,0.9119253,0.00004149598,0.00001217379,6.395904e-7,0.0006714382,0.000001886107,0.00001060652,0.001119748,0.07282222,0.01305991],"study_design_scores_gemma":[0.0008029396,0.0002024853,0.8801415,0.00006539427,0.00005095021,0.00001897854,0.001770976,0.0002241089,0.0001140895,0.0003077179,0.1161798,0.0001211009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660111,0.0001091341,0.00005165901,0.01702411,0.008991493,0.0003041273,0.000002222588,0.0001165792,0.007389536],"genre_scores_gemma":[0.9851374,0.000003183222,0.001500215,0.005587392,0.004756836,0.00003984798,0.00003659614,0.00002908191,0.00290944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04335756,"threshold_uncertainty_score":0.9994926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04041389653227118,"score_gpt":0.4523672945726756,"score_spread":0.4119533980404044,"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."}}