{"id":"W3214301058","doi":"","title":"FIELD EXPERIENCE: A KEY INGREDIENT TO APPLIED LEARNING AND EDUCATION","year":2021,"lang":"en","type":"article","venue":"International Education and Research Journal","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"George Brown College","funders":"","keywords":"George (robot); Key (lock); Field (mathematics); Ingredient; Quality (philosophy); Competitive advantage; Sociology; Management; Public relations; Marketing; Psychology; Business; Political science; Computer science; Epistemology; Economics; Philosophy; Artificial intelligence; Food science; Mathematics","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009508451,0.00007865576,0.00006821669,0.0006038113,0.0004469956,0.001212249,0.0001389463,0.00003651524,0.0008398935],"category_scores_gemma":[0.00173862,0.00007587932,0.00001971509,0.0003611574,0.0000333517,0.0004665554,0.0002125406,0.0003302598,0.00004944258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006625918,"about_ca_system_score_gemma":0.0003124598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007692653,"about_ca_topic_score_gemma":0.00001430573,"domain_scores_codex":[0.9989094,0.00003327334,0.0001913668,0.0002226166,0.000461932,0.0001813974],"domain_scores_gemma":[0.9985393,0.00008499006,0.00008772741,0.00006989954,0.001160263,0.0000578785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009296692,0.0004858371,0.03355261,0.00009145542,0.00003283077,0.000003146814,0.002850813,0.000005308255,0.002135806,0.06390323,0.183204,0.7136421],"study_design_scores_gemma":[0.0001490608,0.00001229066,0.01537656,0.000108514,0.000005211357,0.0000357268,0.01650837,0.0001316443,0.0001228855,0.005357926,0.9620854,0.0001064397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7615705,0.0004074302,0.0002615698,0.03143353,0.003593704,0.0001776009,1.639947e-7,0.00002495278,0.2025305],"genre_scores_gemma":[0.9692805,0.0003116399,0.0009922171,0.003387283,0.003164954,0.00006859673,0.0000214869,0.00001118687,0.02276215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7788814,"threshold_uncertainty_score":0.9998246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03319602486818982,"score_gpt":0.3950930170814467,"score_spread":0.3618969922132568,"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."}}