{"id":"W7093770354","doi":"","title":"Barb &amp; Debbie","year":2008,"lang":"","type":"article","venue":"ScholarWorks - Georgia State University (Georgia State University)","topic":"American and British Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Culmination; Work (physics); Quarter (Canadian coin); Poorhouse","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0006171737,0.00177094,0.001978747,0.003345633,0.008040367,0.001186742,0.002681111,0.0006665696,0.01266382],"category_scores_gemma":[0.00008074717,0.002320465,0.001627262,0.003522493,0.004675191,0.00582079,0.001488401,0.00359845,0.002398642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002683623,"about_ca_system_score_gemma":0.002516548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006463842,"about_ca_topic_score_gemma":0.004969128,"domain_scores_codex":[0.9906012,0.001425221,0.001018364,0.002618674,0.001492996,0.002843559],"domain_scores_gemma":[0.9929546,0.0004131741,0.001134454,0.001796384,0.00187311,0.00182826],"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":[0.01769514,0.009302882,0.0268989,0.001370885,0.02218191,0.1275174,0.3877825,0.006852269,0.0009313349,0.1210019,0.2264239,0.05204099],"study_design_scores_gemma":[0.004115507,0.0004284944,0.001849813,0.0003580053,0.001309629,0.0001683247,0.0180442,0.0001907363,0.00004184695,0.0002876927,0.9705372,0.002668519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6791341,0.002336843,0.004630978,0.001448682,0.001765009,0.001349414,0.005337954,0.001029004,0.3029681],"genre_scores_gemma":[0.3221793,0.01120608,0.0009880727,0.0005055361,0.0003742169,3.448364e-7,0.0007205088,0.0001661976,0.6638597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7441133,"threshold_uncertainty_score":0.9998501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01347598124579675,"score_gpt":0.1779468950519049,"score_spread":0.1644709138061082,"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."}}