{"id":"W4402468422","doi":"10.1215/15476715-11225155","title":"Building That Bright Future: Soviet Karelia in the Life Writing of Finnish North Americans","year":2024,"lang":"en","type":"article","venue":"Labor Studies in Working-Class History of the Americas","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Political science; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000566246,0.0003394844,0.0008640293,0.0003700079,0.0002914178,0.00003160118,0.0008833883,0.00004682262,0.0001883652],"category_scores_gemma":[0.000200311,0.0002220808,0.0003512298,0.000847918,0.003259158,0.0001481846,0.0001872604,0.0005933991,0.000008349884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008260453,"about_ca_system_score_gemma":0.0001968698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104773,"about_ca_topic_score_gemma":0.008546513,"domain_scores_codex":[0.9973493,0.0004658218,0.0007532517,0.0004562715,0.0005803673,0.0003949853],"domain_scores_gemma":[0.9979868,0.0006289209,0.0005639708,0.0006362541,0.0001470747,0.00003698946],"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":[0.0001049996,0.000312345,0.02712033,0.0006243402,0.001024707,0.0001019113,0.6286872,0.0003711533,0.0001332471,0.02174047,0.3014089,0.01837042],"study_design_scores_gemma":[0.0001767243,0.00008478775,0.003567887,0.0005375368,0.0002065102,0.000001779528,0.08888952,0.000135308,0.00001522333,0.0002361073,0.9058601,0.0002885208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5560414,0.3716686,0.00002614002,0.01148329,0.01396939,0.0008314222,0.00009941985,0.0001642354,0.04571611],"genre_scores_gemma":[0.992915,0.001493538,0.0001980187,0.001468318,0.0008443759,0.00005931532,0.000002516093,0.00004465441,0.002974211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6044512,"threshold_uncertainty_score":0.9994534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08535141906292511,"score_gpt":0.2992521959012679,"score_spread":0.2139007768383428,"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."}}