{"id":"W3210940709","doi":"10.5430/bmr.v10n3p22","title":"Influence of Fieldwork on the Preparedness of Food Technology and Bioengineering students for the Job Market: A Case study of EAPI Student Skills Enhancement Program","year":2021,"lang":"en","type":"article","venue":"Business and Management Research","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Likert scale; Cronbach's alpha; Preparedness; Mindset; Psychology; Scale (ratio); Personal development; Medical education; Agricultural education; Feeling; Agriculture; Medicine; Social psychology; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002599715,0.0003011281,0.0002277604,0.0008413458,0.002607332,0.001300623,0.0006252243,0.0007783281,0.00203517],"category_scores_gemma":[0.004249927,0.0002211288,0.0003242618,0.0004006203,0.0009318592,0.0004040606,0.001155426,0.0007847998,0.0002738083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007587904,"about_ca_system_score_gemma":0.001374758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001178526,"about_ca_topic_score_gemma":0.003047829,"domain_scores_codex":[0.9986026,0.0006924123,0.00003896076,0.0001122272,0.0001945979,0.0003592013],"domain_scores_gemma":[0.993973,0.002284541,0.0008452814,0.0002306841,0.0004718503,0.00219469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007082623,0.01431342,0.622261,0.0003695934,0.0000695026,0.01934424,0.1660232,0.0006168608,0.01568041,0.0006506974,0.00166973,0.1582932],"study_design_scores_gemma":[0.00004268222,0.005215176,0.7264231,0.0001435734,0.00004194938,0.004081843,0.2506979,0.0007209635,0.004061307,0.0002631701,0.008247622,0.0000607036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992983,0.00004086704,0.00007491637,0.00007429496,0.000006296243,0.00001256548,0.000002806937,0.000001702503,0.0004882644],"genre_scores_gemma":[0.9989001,0.000107686,0.000209455,0.00005362848,0.00001405081,0.00001892996,0.000006950376,0.000001437679,0.0006878061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002607332,"threshold_uncertainty_score":0.01374876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05442815134155285,"score_gpt":0.4435176729556376,"score_spread":0.3890895216140847,"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."}}