{"id":"W204787374","doi":"10.29173/iasl8138","title":"Images of Poverty in Contemporary Realistic Fiction for Youth: Preliminary Results of a Content Analysis Using a Social Psychological Conceptual Framework","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poverty; Sociology; Content (measure theory); Sample (material); Conceptual framework; Content analysis; Psychology; Social science; Political science; Mathematics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002295555,0.0002704142,0.000324225,0.007978712,0.002956574,0.002628942,0.000561166,0.0005691439,0.002763883],"category_scores_gemma":[0.01059137,0.0001705656,0.0002679747,0.006026163,0.002547831,0.001941933,0.001637771,0.0007192358,0.0001791072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002608285,"about_ca_system_score_gemma":0.001541612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005613046,"about_ca_topic_score_gemma":0.01142889,"domain_scores_codex":[0.9988672,0.0005702263,0.00008352088,0.00007216146,0.0002534754,0.0001535456],"domain_scores_gemma":[0.990448,0.006824958,0.0007705473,0.0002423513,0.001545074,0.0001691646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000104092,0.0002642911,0.05651051,0.0008420979,0.00002244926,0.0009327603,0.8673344,0.0001650964,0.002326855,0.007374415,0.001642398,0.06248068],"study_design_scores_gemma":[0.000007097377,0.0001231159,0.1605965,0.0003301689,0.00004841748,0.0004798233,0.814688,0.000376812,0.001907184,0.001566567,0.01985212,0.00002425245],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988911,0.0003238845,0.001172092,0.0002451586,0.00001101147,0.0002472521,0.0002003841,0.000007751282,0.008881523],"genre_scores_gemma":[0.9945834,0.0006423781,0.00234039,0.00009575181,0.00002223753,0.0003251021,0.0003191934,0.000009434344,0.001662078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007978712,"threshold_uncertainty_score":0.01892453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1785843716598866,"score_gpt":0.336803170136565,"score_spread":0.1582187984766784,"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."}}