{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00570792,0.0003319476,0.0003938971,0.001475842,0.003740266,0.00284559,0.0003112784,0.001431873,0.002142157],"category_scores_gemma":[0.007300604,0.0003070965,0.0003002849,0.001127093,0.002628088,0.001468638,0.001724737,0.0009850918,0.0002288086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001587295,"about_ca_system_score_gemma":0.001440004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008240952,"about_ca_topic_score_gemma":0.00692274,"domain_scores_codex":[0.9968682,0.001385627,0.0001499896,0.0001739837,0.0007081412,0.0007141079],"domain_scores_gemma":[0.9940153,0.004362161,0.0006110021,0.0001014723,0.0005038992,0.0004063442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001975792,0.0001303173,0.1052267,0.0003154062,0.0000427732,0.003753353,0.8646566,0.0002684707,0.00846907,0.001541264,0.0009873124,0.01441122],"study_design_scores_gemma":[0.000008963133,0.0001295447,0.0465614,0.0001521002,0.00003240546,0.0007131192,0.9421425,0.0002075768,0.001014735,0.0003002036,0.008697058,0.0000403514],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948709,0.0002658256,0.0001394649,0.0003960854,0.00002310748,0.00000996646,0.00001613054,0.000001613463,0.004276907],"genre_scores_gemma":[0.9984258,0.0003751563,0.0000639779,0.0002322835,0.00001528763,0.00001179621,0.00001791561,0.000001603288,0.0008561825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008240952,"threshold_uncertainty_score":0.03018671,"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."}}