{"id":"W4406405633","doi":"10.26789/jsc.2024.02.002","title":"Construction of Curriculum Ssystem of Port and Shipping Logistics Specialty Group Driven by New Quality Production","year":2025,"lang":"en","type":"article","venue":"Journal of Smart Cities","topic":"Innovative Educational Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Port (circuit theory); Quality (philosophy); Business; Group (periodic table); Production (economics); Specialty; Operations management; Curriculum; Engineering management; Engineering; Medicine; Psychology; Economics; Pedagogy; Chemistry; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002189159,0.0003579117,0.0002361905,0.001636292,0.00153704,0.002096296,0.0007477835,0.0006895323,0.007941554],"category_scores_gemma":[0.003243088,0.0002679926,0.0003481136,0.001296219,0.0005697876,0.00159128,0.002453803,0.0007244739,0.001374864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003053667,"about_ca_system_score_gemma":0.0151973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003301449,"about_ca_topic_score_gemma":0.004288845,"domain_scores_codex":[0.9985741,0.0005480369,0.000132209,0.0002271579,0.0002813484,0.0002370861],"domain_scores_gemma":[0.9981809,0.0002276267,0.0001984472,0.0001289133,0.0006490843,0.0006149821],"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":[0.0003256492,0.002579081,0.07146405,0.001026424,0.00004875865,0.000316708,0.006542352,0.01237044,0.02450882,0.1174192,0.02479753,0.738601],"study_design_scores_gemma":[0.00104705,0.004067176,0.2817183,0.001212799,0.0002929722,0.0009976784,0.02059625,0.1399505,0.05346769,0.08150921,0.4148799,0.0002604566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5781207,0.0003537765,0.3175022,0.00281402,0.0004948043,0.005361626,0.0006552718,0.001657332,0.09304026],"genre_scores_gemma":[0.629477,0.0003233243,0.342357,0.0002808966,0.00007540372,0.003202424,0.0009505629,0.0001214424,0.02321187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007941554,"threshold_uncertainty_score":0.0265671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03905477224773012,"score_gpt":0.3620299427504138,"score_spread":0.3229751705026837,"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."}}