{"id":"W2942116210","doi":"10.5539/jedp.v9n1p69","title":"Cultivation of Polytechnic-Industry Linkage for Development and Delivery of Curriculum for Technical Education: A Case Study of The Federal Polytechnic, Ilaro","year":2019,"lang":"en","type":"article","venue":"Journal of Educational and Developmental Psychology","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; General partnership; Linkage (software); Vocational education; Reputation; Business; Engineering management; Engineering; Economic growth; Economics; Political science; Finance","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":[0.00158535,0.0002412673,0.0001723561,0.0007098683,0.008399591,0.00223237,0.0007931674,0.001626496,0.002842662],"category_scores_gemma":[0.002199513,0.0002606654,0.0001459143,0.0009122451,0.001777463,0.0008087349,0.002109323,0.001820649,0.0002787386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006101745,"about_ca_system_score_gemma":0.007349948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0202843,"about_ca_topic_score_gemma":0.1138913,"domain_scores_codex":[0.9985862,0.0006693996,0.0000331327,0.00008816357,0.0001446788,0.0004785934],"domain_scores_gemma":[0.9982785,0.0005030595,0.0002524776,0.00007312488,0.0001520803,0.0007406998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003032918,0.006285483,0.187096,0.0006844613,0.00002208745,0.08185966,0.5377979,0.00172264,0.01805967,0.0444937,0.005387454,0.1162876],"study_design_scores_gemma":[0.00005169865,0.001492978,0.1504506,0.0004393555,0.00002227441,0.01038818,0.7547764,0.001571341,0.004613578,0.001369067,0.07478386,0.00004053522],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912238,0.0001045069,0.0004927508,0.000802813,0.00001100178,0.00006183133,0.000007716209,0.00000510604,0.007290593],"genre_scores_gemma":[0.9940313,0.0002187349,0.0008566008,0.0001765818,0.000005855174,0.00003620705,0.000009224597,0.000004114431,0.004661523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0202843,"threshold_uncertainty_score":0.04427147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689009405398263,"score_gpt":0.3002418455627681,"score_spread":0.2833517515087855,"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."}}