{"id":"W2086597530","doi":"10.5539/jsd.v5n11p1","title":"Perceptions Held by Finnish Energy Sector Experts Regarding Public Attitudes to Energy Issues","year":2012,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vision; Energy (signal processing); Perception; Government (linguistics); Public relations; Public sector; Psychology; Public opinion; Action (physics); Qualitative research; Political science; Social psychology; Sociology; Social science; Politics; Law","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001445219,0.000246931,0.0004229694,0.0004523174,0.001311802,0.0003851516,0.0006301248,0.0001911455,0.001065774],"category_scores_gemma":[0.0006571974,0.0002384683,0.000152127,0.00091906,0.0001213908,0.001760834,0.0001829539,0.0001276812,0.000008346788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002242577,"about_ca_system_score_gemma":0.001320463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003391357,"about_ca_topic_score_gemma":0.002173687,"domain_scores_codex":[0.9964338,0.0002506226,0.0006356118,0.0002192583,0.001128577,0.001332113],"domain_scores_gemma":[0.9974167,0.0001180386,0.0003653555,0.0001623094,0.001108231,0.0008293759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000072608,0.0008194123,0.02590729,0.0000489574,0.0003816042,0.0001326764,0.08169818,0.0001263703,0.002534352,0.097241,0.7045971,0.08644045],"study_design_scores_gemma":[0.0002000047,0.0000420518,0.001673281,0.00003719367,0.000009822944,0.000007481153,0.1656582,4.376383e-7,0.001939142,0.0002989993,0.8298515,0.0002818749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9216354,0.01203544,0.01152489,0.01552421,0.002989273,0.0002986754,0.000003035087,0.0001982194,0.03579083],"genre_scores_gemma":[0.9268961,0.0009677487,0.004655743,0.0009979291,0.001860791,0.00005473287,0.000004303005,0.00003866099,0.06452399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1252544,"threshold_uncertainty_score":0.9999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274668605120459,"score_gpt":0.2973773868693629,"score_spread":0.2746307008181583,"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."}}