{"id":"W4313446091","doi":"10.1007/978-3-031-04394-9_46","title":"Life History Narrative","year":2023,"lang":"en","type":"book-chapter","venue":"Springer texts in education","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Biography; Alien; Narrative; History; Life history; Anthropology; Genealogy; Literature; Sociology; Art history; Art; Demography; Biology; Ecology","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":[0.00057654,0.000427412,0.0002309291,0.001515807,0.005299682,0.006758148,0.0007516276,0.001752921,0.08887653],"category_scores_gemma":[0.001544417,0.0001976669,0.0001659941,0.001899234,0.005634311,0.003693763,0.002716697,0.002540543,0.01815274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004607288,"about_ca_system_score_gemma":0.002095272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008494122,"about_ca_topic_score_gemma":0.01956018,"domain_scores_codex":[0.9995186,0.0002165507,0.00000954653,0.00006935278,0.000102535,0.00008339653],"domain_scores_gemma":[0.9996821,0.0001229688,0.00002200066,0.00004738132,0.00006419103,0.00006133984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001209836,0.00001164292,0.00007487626,0.00004127901,0.000001227831,0.0001276754,0.01083915,0.00003572084,0.00008704673,0.8460919,0.1262312,0.01644618],"study_design_scores_gemma":[9.425685e-7,0.000002421313,0.0000807656,0.00005473412,4.609862e-7,0.00004048543,0.002104078,0.000009476867,0.00002919276,0.01612389,0.9815522,0.000001438419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001037859,0.002226759,0.0004207835,0.002774562,0.0004821632,0.00001713443,0.00009210489,0.0000243594,0.9929242],"genre_scores_gemma":[0.03726636,0.00215973,0.0002282266,0.001580885,0.0003891414,0.00004163047,0.0001824114,0.0000866472,0.9580651],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08887653,"threshold_uncertainty_score":0.2973216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1252100748117713,"score_gpt":0.3675224035718695,"score_spread":0.2423123287600982,"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."}}