{"id":"W4400792349","doi":"10.1515/9781773855158","title":"Invisible Lives","year":2024,"lang":"en","type":"book","venue":"University of Calgary Press eBooks","topic":"Autobiographical and Biographical Writing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.00006939087,0.0002469786,0.0003792331,0.0003009522,0.0002091866,0.00007170642,0.000376584,0.0002131814,0.000770518],"category_scores_gemma":[0.000002848096,0.0002369911,0.0005151281,0.00001030547,0.001285453,0.00005488585,0.0002945767,0.0005286597,0.00004690071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001845317,"about_ca_system_score_gemma":0.00007101312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009882484,"about_ca_topic_score_gemma":0.0009342794,"domain_scores_codex":[0.998978,0.00002975248,0.0001892109,0.0003394819,0.0002499243,0.0002136686],"domain_scores_gemma":[0.9993741,0.00007633611,0.0001279823,0.0002192536,0.00009996649,0.0001023742],"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":[0.00002763549,0.00001923471,7.475955e-7,0.0004647832,0.0002316806,0.0001122577,0.003674031,5.153676e-8,0.000005480329,0.952396,0.03740757,0.005660557],"study_design_scores_gemma":[0.0001313771,0.00009189776,0.000001255082,0.0005788933,0.0002679843,0.000001660597,0.0002991334,0.00002730418,0.00001233055,0.02159175,0.9767163,0.0002801468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003443797,0.001449995,0.00001626352,0.00002202405,0.0002326168,0.00017957,0.0001480153,0.0001872137,0.9977298],"genre_scores_gemma":[0.0005146495,0.0001910282,0.00007377273,0.00007026518,0.0002805132,2.538353e-7,0.00006196256,0.00002735002,0.9987802],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9393087,"threshold_uncertainty_score":0.9664215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02597881959293864,"score_gpt":0.177947440075225,"score_spread":0.1519686204822864,"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."}}