{"id":"W2939752932","doi":"10.29352/mill0203e.03.00187","title":"Generic and specific competences of the mentor teacher: higher education students perception in the health area","year":2019,"lang":"pt","type":"article","venue":"Millenium - Journal of Education Technologies and Health","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Instituto Politécnico de Viseu; International Council for Canadian Studies","keywords":"Psychology; Medical education; Scale (ratio); Supervisor; Perception; Professional development; Pedagogy; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002383858,0.0001903823,0.0004288486,0.0003243557,0.0002130009,0.00005110243,0.0006266858,0.0001837993,0.0001321609],"category_scores_gemma":[0.00002096867,0.0001148189,0.00005429575,0.0003775593,0.0001420539,0.00008452532,0.0001042402,0.0007166612,0.000004611447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000424797,"about_ca_system_score_gemma":0.000954859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003131924,"about_ca_topic_score_gemma":0.00002007862,"domain_scores_codex":[0.9976046,0.0003732911,0.0009952654,0.0002642407,0.0004315313,0.0003310395],"domain_scores_gemma":[0.9979929,0.00006824957,0.001423143,0.0003415596,0.00009997418,0.00007418139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006136956,0.001481143,0.4621049,0.0004624422,0.00006187883,1.607156e-7,0.03639149,0.000001948087,0.0001701481,0.001707799,0.1357674,0.3617893],"study_design_scores_gemma":[0.0004153283,0.0005309549,0.7280034,0.0006886104,0.00001063682,0.00003501799,0.1763088,0.000001354772,0.000007422153,0.0002846914,0.09361982,0.00009393079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8368125,0.06987036,0.000004533685,0.08630687,0.006142815,0.0005935541,0.000002934173,0.000009906419,0.0002565254],"genre_scores_gemma":[0.9370851,0.05780549,0.0002861627,0.001104338,0.0001830864,0.00002135733,0.000003349289,0.00001019233,0.003500941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3616953,"threshold_uncertainty_score":0.4682177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0707570720727415,"score_gpt":0.3829019201383235,"score_spread":0.312144848065582,"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."}}