{"id":"W4392364982","doi":"10.33423/jhetp.v24i3.6836","title":"Remote Work Integrated Learning (RWIL) Field Placement in Retail Management","year":2024,"lang":"en","type":"article","venue":"Journal of Higher Education Theory and Practice","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Novelty; Work (physics); Bridging (networking); Field (mathematics); Knowledge management; Business; Computer science; Psychology; Engineering; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.001716576,0.0000625476,0.00006892903,0.0001596082,0.00005555372,0.000184701,0.0001611686,0.00002824611,0.0001996656],"category_scores_gemma":[0.0001924538,0.00004892869,0.00001780941,0.0005237859,0.00001040026,0.001112592,0.00004327997,0.0002964103,0.00002567515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004741473,"about_ca_system_score_gemma":0.0001233587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002775105,"about_ca_topic_score_gemma":1.413013e-7,"domain_scores_codex":[0.9991474,0.0003004798,0.0002244815,0.0001049446,0.0001455961,0.00007716772],"domain_scores_gemma":[0.9987791,0.0008780253,0.0001212496,0.00008022508,0.000100696,0.00004073886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006054116,0.0002312017,0.001115652,0.0001483021,0.0001386758,0.00008420225,0.004572131,0.0007618873,0.00006962665,0.5264552,0.02466802,0.4411497],"study_design_scores_gemma":[0.0001499343,0.0001440261,0.003588943,0.0003858887,0.00003417087,0.0002015664,0.0006681435,0.0001780167,0.0001227646,0.0163709,0.9780514,0.000104291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1285284,0.04712567,0.527762,0.1742728,0.01632552,0.0004802143,6.043873e-7,0.0002106051,0.1052942],"genre_scores_gemma":[0.908902,0.001911487,0.03701236,0.003225273,0.0003639954,0.000001901,0.000001370683,0.00001091074,0.04857065],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9533833,"threshold_uncertainty_score":0.2186198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281817289313821,"score_gpt":0.2983439965701352,"score_spread":0.285525823676997,"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."}}