{"id":"W4414978030","doi":"10.1353/his.2025.a971517","title":"Heroes and Villains: The Victorian Royal National Lifeboat Institution and Everyday Heroism","year":2025,"lang":"en","type":"article","venue":"Histoire sociale","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Institution; Courage; Reputation; Promotion (chess)","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":[0.002473895,0.0002118056,0.0001837932,0.0009149715,0.01262166,0.01123241,0.0009346197,0.001824682,0.006164445],"category_scores_gemma":[0.003834403,0.0003187742,0.0001561605,0.0008890303,0.02632749,0.005106302,0.006821366,0.003503583,0.00071951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02150259,"about_ca_system_score_gemma":0.01080083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1583551,"about_ca_topic_score_gemma":0.3746234,"domain_scores_codex":[0.9958737,0.002132776,0.00008209601,0.0002215569,0.0007834333,0.0009063252],"domain_scores_gemma":[0.9964408,0.0008848723,0.0005211805,0.0001346779,0.0004925767,0.00152581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005402644,0.00003495952,0.005775244,0.0002146026,0.00001095017,0.0007723363,0.6078507,0.0001038449,0.0002841342,0.3357525,0.0334344,0.01571238],"study_design_scores_gemma":[0.000005587654,0.00003592775,0.01698668,0.0008019081,0.0000072684,0.000593551,0.4568475,0.0002549116,0.0001611654,0.01419352,0.5100543,0.00005755031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.402974,0.0165602,0.00174021,0.06246198,0.0009401841,0.00004197017,0.0000886271,0.00003415443,0.5151586],"genre_scores_gemma":[0.9701869,0.001896568,0.0002418361,0.001384377,0.0000598676,0.00001207946,0.00001572256,0.00002651534,0.02617607],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1583551,"threshold_uncertainty_score":0.3148668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477704490297788,"score_gpt":0.2668158130350184,"score_spread":0.2520387681320406,"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."}}