{"id":"W3197378999","doi":"10.11159/ijepr.2021.004","title":"Energy Transition in Malta: Understanding the Implications on the Environment and Public Perception","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Pollution and Remediation","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Transition (genetics); Energy (signal processing); Energy transition; Psychology; Political science; Cognitive psychology; Social psychology; Economic geography; Geography; Physics; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003658192,0.00007366465,0.00006953161,0.00009934331,0.0001516083,0.00006361338,0.00009954398,0.00005627635,0.0001695268],"category_scores_gemma":[0.00006160756,0.00004801818,0.00004567413,0.00006676128,0.0001636753,0.0001959628,0.00003857009,0.0001562197,0.000002411905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006244406,"about_ca_system_score_gemma":0.00002966373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005098952,"about_ca_topic_score_gemma":0.00009328971,"domain_scores_codex":[0.9989275,0.0002131435,0.0002546879,0.000117698,0.0003738292,0.0001131888],"domain_scores_gemma":[0.9996321,0.0001055189,0.0001054716,0.00008146549,0.00002312003,0.00005231526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002735069,0.0007404382,0.007502076,0.000008876633,0.0002079186,0.00004147328,0.002886377,0.01213279,0.08911171,0.7323024,0.0001809531,0.1546115],"study_design_scores_gemma":[0.002186355,0.0002497853,0.7921946,0.00005374639,0.00003973873,0.0003592128,0.02811411,0.008054132,0.001104409,0.1521631,0.01522303,0.0002578181],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8925343,0.0002731424,0.005201275,0.1010987,0.0001646453,0.00006740964,0.00001294114,0.000003851894,0.0006437144],"genre_scores_gemma":[0.996495,0.002146195,0.00002687991,0.001127632,0.0001144665,0.000005855155,0.00001987877,0.000004971931,0.00005909485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7846925,"threshold_uncertainty_score":0.1958125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331885147433125,"score_gpt":0.247683447740476,"score_spread":0.2243645962661448,"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."}}