{"id":"W36244991","doi":"10.1007/978-1-4020-8598-7_6","title":"On and about the Deficit Model in an Age of Free Flow","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Context (archaeology); Ideology; Function (biology); Science communication; Subject (documents); Sociology of scientific knowledge; Epistemology; Sociology; Political science; Social science; Computer science; Science education; Politics; Law; Geography","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":[0.001434568,0.0004535051,0.0004256841,0.0006516926,0.00132438,0.003506796,0.001090142,0.002395656,0.008665173],"category_scores_gemma":[0.003956162,0.0002044939,0.0003295106,0.0008553222,0.007233054,0.01285221,0.001472266,0.005067188,0.0009539383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002831865,"about_ca_system_score_gemma":0.00147433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009226995,"about_ca_topic_score_gemma":0.004994951,"domain_scores_codex":[0.9996749,0.0001438735,0.00001073986,0.00005840518,0.00006743642,0.00004461681],"domain_scores_gemma":[0.9991535,0.0005432841,0.00004610968,0.00007722816,0.0001151323,0.00006476045],"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":[0.00000333093,0.000003279057,0.00003715728,0.000007385087,0.000001227163,0.00001079511,0.0003105843,0.0003744517,0.00001570364,0.9919056,0.003762205,0.003568374],"study_design_scores_gemma":[9.783835e-7,9.115285e-7,0.00002520355,0.000008923737,7.623125e-7,0.000009073815,0.0001041998,0.0003692753,0.000008625913,0.9899384,0.00953199,0.000001687338],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02705226,0.01601239,0.07624637,0.1490961,0.002321771,0.00003415785,0.0003130137,0.0001584763,0.7287655],"genre_scores_gemma":[0.8576202,0.01188877,0.01225853,0.008866478,0.002054307,0.0001001377,0.0001877389,0.0002390181,0.1067848],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009226995,"threshold_uncertainty_score":0.02898788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4757283346082696,"score_gpt":0.4089961189738901,"score_spread":0.06673221563437953,"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."}}