{"id":"W4406407952","doi":"10.11114/jets.v13i2.7400","title":"Exploring Preparedness, Motivation, Communication Tools and Strategies for the Engagement of Facilitators in Interprofessional Education","year":2025,"lang":"en","type":"article","venue":"Journal of Education and Training Studies","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Psychology; Likert scale; Medical education; Pedagogy; Applied psychology; Medicine; Developmental psychology; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001481635,0.00009322253,0.0002241472,0.0002838767,0.0005486411,0.00002152118,0.0001050179,0.00004411844,0.00001055145],"category_scores_gemma":[0.001612924,0.00006477955,0.00003062622,0.0002642933,0.000109532,0.0005767351,0.00005103773,0.0002726869,1.999233e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00014606,"about_ca_system_score_gemma":0.005624637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004379366,"about_ca_topic_score_gemma":0.0001258655,"domain_scores_codex":[0.9985718,0.0003414504,0.0007645392,0.0001005901,0.0001199742,0.0001017104],"domain_scores_gemma":[0.9955021,0.002660768,0.0005347279,0.0001152062,0.001161339,0.00002582749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006768052,0.0004035901,0.05272289,0.0009054297,0.0002468424,3.422932e-8,0.5535829,0.00004553118,0.0003267641,0.2011006,0.009669575,0.180319],"study_design_scores_gemma":[0.0003628288,0.00006011368,0.1589229,0.00237204,0.00003617765,6.00526e-7,0.8193074,0.00002686952,0.00001679339,0.01371019,0.005134858,0.00004923109],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808625,0.005875161,0.0003908559,0.008589244,0.002872403,0.000567759,0.000006082934,0.000005349614,0.0008306435],"genre_scores_gemma":[0.9951055,0.001560341,0.001482243,0.0005582964,0.00009827386,0.000542228,0.000007822244,0.000004954284,0.0006403188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2657246,"threshold_uncertainty_score":0.9977865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3248553430272468,"score_gpt":0.5248300371815219,"score_spread":0.1999746941542751,"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."}}