{"id":"W4384808090","doi":"10.3390/su151411277","title":"Examine an Intelligence Education Framework of Landscape Architecture (EFLA) Based on Network Model of Technology in Landscape Architecture (NMTLA)","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scope (computer science); Centrality; Betweenness centrality; Knowledge management; Data science; Closeness; Computer science","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":[0.001540932,0.0004813434,0.0001804627,0.002155397,0.002180991,0.003522884,0.0008546591,0.00125444,0.006152467],"category_scores_gemma":[0.002767464,0.0001746364,0.0004412521,0.001652921,0.003385889,0.00640695,0.002110291,0.001535758,0.0005349536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005239838,"about_ca_system_score_gemma":0.004597515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01303195,"about_ca_topic_score_gemma":0.01868911,"domain_scores_codex":[0.9988949,0.0005418245,0.00004140973,0.0001862994,0.0001788236,0.0001567575],"domain_scores_gemma":[0.9986469,0.0005778798,0.0001831126,0.00007881629,0.0003055547,0.0002077242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008216219,0.0000758213,0.005151783,0.0001574885,0.00001027099,0.0002004923,0.01006866,0.006845495,0.0004322292,0.9337109,0.003192343,0.0401463],"study_design_scores_gemma":[0.00001993152,0.00009195539,0.009844509,0.0005394595,0.00003994834,0.0003341075,0.02847028,0.05673243,0.0007275286,0.7331527,0.1699904,0.00005673507],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1185301,0.001091912,0.3997087,0.01881546,0.0002024786,0.0006089506,0.0003258965,0.0002277432,0.4604887],"genre_scores_gemma":[0.8930116,0.0008121596,0.09149016,0.0005124303,0.00003183474,0.0005013911,0.0002432485,0.00002274471,0.01337446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01303195,"threshold_uncertainty_score":0.03801793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027092925787223,"score_gpt":0.2782996798972714,"score_spread":0.2680287506393992,"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."}}