{"id":"W4407375462","doi":"10.1353/vpr.2024.a951297","title":"The Long and Short of It: Rethinking the Longevity of Nineteenth-Century Periodicals","year":2024,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Historical Influence and Diplomacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Longevity; History; Biology","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":[0.01787996,0.0001836824,0.0005168957,0.01259795,0.002715551,0.01175518,0.001026544,0.0008828141,0.00356603],"category_scores_gemma":[0.0501852,0.0004185221,0.0001738787,0.01324505,0.009516326,0.009958928,0.003449976,0.002177379,0.0004730995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006578881,"about_ca_system_score_gemma":0.005192665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02399302,"about_ca_topic_score_gemma":0.04624889,"domain_scores_codex":[0.9927778,0.003137443,0.0005350607,0.0009156464,0.002191143,0.0004429359],"domain_scores_gemma":[0.9273296,0.04896208,0.009094557,0.003745374,0.008980599,0.001887876],"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":[0.0002246122,0.00005585555,0.05864847,0.003162005,0.0001947599,0.0007366295,0.3286689,0.0002802232,0.001288943,0.3362332,0.02236048,0.2481459],"study_design_scores_gemma":[0.0000236262,0.00008751241,0.2172365,0.007809744,0.0001873157,0.0005704512,0.1194818,0.0003943154,0.001185669,0.03829535,0.6146678,0.00005989574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5840397,0.2358184,0.002856887,0.04634474,0.002077244,0.00004368243,0.0006885682,0.00004551169,0.1280852],"genre_scores_gemma":[0.9510998,0.03821376,0.0005736691,0.00191765,0.001410722,0.00001861835,0.0001760775,0.0000771902,0.006512591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02399302,"threshold_uncertainty_score":0.09455943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03122386748524016,"score_gpt":0.3652334164146843,"score_spread":0.3340095489294441,"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."}}