{"id":"W4385277217","doi":"10.14361/9783839464106-008","title":"Feeling Senti-metal: Frontier Nostalgia, Mining Masculinity & Corporate Landscapes in the U.S. American Reality TV Series Gold Rush","year":2023,"lang":"en","type":"book-chapter","venue":"Global sentimentality","topic":"Nostalgia and Consumer Behavior","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gold rush; Frontier; White (mutation); Television series; Feeling; Narrative; Masculinity; Art; History; Art history; Sociology; Media studies; Archaeology; Literature; Gender studies; Psychology; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001470166,0.001037703,0.001418753,0.0001630675,0.000274906,0.0002521686,0.0009444455,0.000507918,0.002065765],"category_scores_gemma":[0.00004020904,0.0009304384,0.0007820547,0.0004445137,0.0007297463,0.0002054634,0.0005198231,0.0009109295,0.004233106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003607672,"about_ca_system_score_gemma":0.0001090047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282122,"about_ca_topic_score_gemma":0.01443917,"domain_scores_codex":[0.9943005,0.0006575249,0.001392709,0.001562463,0.001027173,0.001059674],"domain_scores_gemma":[0.9960864,0.0001494468,0.001519606,0.001860279,0.0001317085,0.0002526229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001825501,0.001407926,0.6851433,0.0003284138,0.003442066,0.001766381,0.003723789,0.000008710987,0.0003116413,0.03113015,0.2481726,0.02273955],"study_design_scores_gemma":[0.002096448,0.0001317805,0.7858473,0.0002993188,0.001701986,0.0002816705,0.00386013,0.000002678373,0.00002111549,0.01306345,0.1902573,0.002436808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8226293,0.0006861925,0.00003572622,0.0008211471,0.00303997,0.001315395,0.004984932,0.0004428813,0.1660444],"genre_scores_gemma":[0.4724558,0.0005165183,0.0008754366,0.001081475,0.0007171191,0.0002785683,0.008843096,0.0003334206,0.5148986],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3501735,"threshold_uncertainty_score":0.9993146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08097744298372961,"score_gpt":0.3342762958954007,"score_spread":0.2532988529116711,"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."}}