{"id":"W4403776772","doi":"10.12797/9788383681696.13","title":"Women in the Post-Apocalypse: Resistance and Survival in The Marrow Thieves","year":2024,"lang":"en","type":"book-chapter","venue":"Ksiegarnia Akademicka Publishing eBooks","topic":"Utopian, Dystopian, and Speculative Fiction","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resistance (ecology); Demography; Internal medicine; Medicine; Biology; Sociology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002336899,0.0004500072,0.0004787707,0.0005012235,0.01873501,0.006790852,0.0009691322,0.002381995,0.004547018],"category_scores_gemma":[0.003374107,0.0002513775,0.0001515011,0.0004603362,0.02927024,0.003647314,0.006037687,0.004827376,0.0005090281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004177213,"about_ca_system_score_gemma":0.003172084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01075274,"about_ca_topic_score_gemma":0.01619416,"domain_scores_codex":[0.9980999,0.00116009,0.00001909344,0.000121075,0.0001885165,0.0004114443],"domain_scores_gemma":[0.9991238,0.0004158277,0.0001089292,0.00005274032,0.00007229869,0.0002263949],"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":[0.00005105744,0.00002522609,0.0004138724,0.00004174537,0.000002879365,0.001126822,0.9325608,0.00003145548,0.0005455855,0.05587763,0.00477563,0.00454727],"study_design_scores_gemma":[0.00001340971,0.00008051593,0.001121616,0.0001307204,0.000004060499,0.0008247852,0.7301574,0.00004502746,0.0004481229,0.00480864,0.2623501,0.00001558398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7745995,0.00780141,0.001218998,0.03227046,0.001307238,0.00006194042,0.00005889458,0.00005318278,0.1826284],"genre_scores_gemma":[0.9603168,0.001288468,0.000175086,0.001164474,0.0001429936,0.00002825688,0.0000122044,0.00003071169,0.03684101],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01873501,"threshold_uncertainty_score":0.03030795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02992365003939813,"score_gpt":0.2169417236375669,"score_spread":0.1870180735981688,"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."}}