{"id":"W7048457414","doi":"","title":"Literature-Based Character Development & 
\\nIslamic Children’s Fiction: A Study with 
\\nAmerican Muslim Children, American 
\\nMuslim Writers and Middle Eastern Muslim 
\\nChildren","year":2015,"lang":"en","type":"dissertation","venue":"Worcester Research and Publications (University of Worcester)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Islam; Context (archaeology); Subject (documents); Government (linguistics); Derogation; Interpretation (philosophy); Normative; Ethnic group","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001165094,0.0008298053,0.0009878329,0.002568462,0.001233573,0.001019959,0.001384238,0.0002026334,0.002532931],"category_scores_gemma":[0.00002532359,0.0008505731,0.000157361,0.002651706,0.0009185036,0.0004362594,0.0005644664,0.001579697,0.00005473676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001459,"about_ca_system_score_gemma":0.00100779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01335305,"about_ca_topic_score_gemma":0.02601852,"domain_scores_codex":[0.9939498,0.0007081282,0.0006986125,0.001646821,0.001838413,0.001158211],"domain_scores_gemma":[0.9950518,0.0002243778,0.0007838709,0.001452303,0.001667141,0.0008205082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009473622,0.002118491,0.7251316,0.0002190897,0.0009547917,0.000008479244,0.06593118,0.000007944874,0.00004512801,0.00001835284,0.002145046,0.2024725],"study_design_scores_gemma":[0.003326345,0.001372538,0.9189729,0.0006507426,0.0001640627,0.00001504737,0.07117497,0.0001023198,0.00001132538,0.00001696624,0.003273411,0.0009193722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873217,0.0001744333,0.0001354259,0.001398273,0.0000599704,0.003558806,0.0003250064,0.00009905091,0.0069273],"genre_scores_gemma":[0.9620128,0.00006108972,0.0003751363,0.00004214681,0.0001675709,0.0001459865,0.008616736,0.00009010867,0.02848847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2015531,"threshold_uncertainty_score":0.9993945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953689385705346,"score_gpt":0.2747339478236835,"score_spread":0.2451970539666301,"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."}}