{"id":"W4378808134","doi":"10.18280/ijsdp.180527","title":"Empowering Sustainable Energy Communities in Thailand: Unveiling the Knowledge Transfer Process","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Sustainable energy; Knowledge transfer; Energy (signal processing); Business; Environmental resource management; Environmental planning; Environmental economics; Environmental science; Knowledge management; Engineering; Renewable energy; Computer science; Economics; Physics","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":[0.01235825,0.0003916574,0.0002547695,0.00181688,0.006379005,0.007560403,0.001108971,0.001474459,0.002321905],"category_scores_gemma":[0.0195097,0.0003117539,0.0003131719,0.002010241,0.005585953,0.007191333,0.01068789,0.00159429,0.0002473774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004202424,"about_ca_system_score_gemma":0.01221402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004936116,"about_ca_topic_score_gemma":0.007413221,"domain_scores_codex":[0.9867542,0.009712794,0.0003733874,0.0004352337,0.001607198,0.001117222],"domain_scores_gemma":[0.9792818,0.01506149,0.001878419,0.0009013726,0.001539352,0.001337588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000148277,0.0005206465,0.03708254,0.0008214787,0.00004154288,0.00481181,0.7006289,0.001675987,0.003108108,0.0196043,0.001075156,0.2304811],"study_design_scores_gemma":[0.00003624464,0.0003983629,0.01617316,0.0008721142,0.0000395833,0.001266786,0.921186,0.004570171,0.003178024,0.01904288,0.03317137,0.00006524203],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309927,0.0007027061,0.01474434,0.004196088,0.00004107855,0.0004571484,0.00003319885,0.00006285303,0.04877003],"genre_scores_gemma":[0.9955944,0.0003050277,0.002539388,0.0001108786,0.000006253822,0.00007285618,0.00001231659,0.000005792291,0.001352953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01235825,"threshold_uncertainty_score":0.06535745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416793137622499,"score_gpt":0.2560385257114737,"score_spread":0.2418705943352487,"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."}}