{"id":"W4365398938","doi":"10.1080/08989575.2022.2154438","title":"Life-Writing Research beyond “The Black Hole” Effect","year":2022,"lang":"en","type":"article","venue":"a/b Auto/Biography Studies","topic":"Autobiographical and Biographical Writing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Society of Canada; University of Alberta","funders":"","keywords":"Life writing; Art; Literature; Narrative","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004289711,0.0004551141,0.000630617,0.001299429,0.009476514,0.0004516866,0.0009300254,0.00007572616,0.0007728292],"category_scores_gemma":[0.000480898,0.000297396,0.001036192,0.002547489,0.005599675,0.0001952591,0.001323876,0.001741058,0.00007498928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003656299,"about_ca_system_score_gemma":0.00003810717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003714255,"about_ca_topic_score_gemma":0.0002214341,"domain_scores_codex":[0.9945785,0.001282483,0.0007042269,0.0008045621,0.001382121,0.001248151],"domain_scores_gemma":[0.9958629,0.002691697,0.0001969884,0.0005756966,0.0004272327,0.0002454983],"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":[0.0002056356,0.0006144173,0.03391861,0.0003884565,0.003273167,0.0001405799,0.0359685,0.00003202471,0.0002941949,0.5111922,0.3998446,0.01412755],"study_design_scores_gemma":[0.0009748702,0.001778537,0.005729211,0.0000987426,0.0002778572,0.000006852986,0.1038598,0.0001350926,0.00006523,0.0284364,0.8577415,0.0008959159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8398458,0.03592886,0.000004490562,0.04192841,0.002165984,0.00185332,0.0003583191,0.00105018,0.07686466],"genre_scores_gemma":[0.9931619,0.0008192551,0.00002322783,0.003055323,0.001199712,0.000555388,0.00002955863,0.00005424576,0.001101436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4827558,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08648739985270022,"score_gpt":0.3228285289056145,"score_spread":0.2363411290529143,"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."}}