{"id":"W2470897750","doi":"10.1177/0094306116653953r","title":"Semiotics of Happiness: Rhetorical Beginnings of a Public Problem","year":2016,"lang":"en","type":"article","venue":"Contemporary Sociology A Journal of Reviews","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; Brandon University","funders":"","keywords":"Semiotics; Rhetorical question; Happiness; Sociology; Philosophy; Epistemology; Aesthetics; Linguistics; Psychology; Social psychology","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":[0.01602455,0.0008277593,0.001222044,0.004158781,0.006536784,0.01316836,0.002036951,0.008142462,0.005390746],"category_scores_gemma":[0.02345983,0.0005319035,0.0006309718,0.00304341,0.07350719,0.02061289,0.005700059,0.01173025,0.0008075821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00540153,"about_ca_system_score_gemma":0.003290745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701144,"about_ca_topic_score_gemma":0.001514279,"domain_scores_codex":[0.9877231,0.01011819,0.0003175427,0.0005648577,0.0008732062,0.0004031091],"domain_scores_gemma":[0.9730749,0.02271699,0.0009112593,0.001186799,0.001515252,0.0005947285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000050576,0.000003580273,0.00001569431,0.00003238623,0.000001301704,0.00001086215,0.002468364,0.00002734945,0.00001349437,0.9939965,0.00237751,0.001047781],"study_design_scores_gemma":[0.000009631531,0.000007804956,0.0000704008,0.000215508,0.000003649179,0.00003121449,0.003703446,0.0001972437,0.00006469385,0.91333,0.08235949,0.00000687757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01177799,0.05728489,0.06242498,0.5478293,0.008107633,0.00007872628,0.0001688978,0.0001313107,0.3121962],"genre_scores_gemma":[0.8954392,0.02195109,0.0129877,0.03413379,0.01237501,0.0004994744,0.0001277164,0.000335834,0.02215014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01602455,"threshold_uncertainty_score":0.08474696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1558066023471403,"score_gpt":0.3623400877326696,"score_spread":0.2065334853855293,"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."}}