{"id":"W4312792681","doi":"10.1007/978-3-031-13905-5_1","title":"Abdul Aziz Said’s Journey: A Biographical Overview","year":2022,"lang":"en","type":"book-chapter","venue":"Pioneers in arts, humanities, science, engineering, practice","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Art; History; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004479248,0.000543005,0.0006555392,0.002045178,0.002585147,0.0003953967,0.001347999,0.00023746,0.00398611],"category_scores_gemma":[0.001380269,0.0006476998,0.0002859476,0.0007616868,0.002360909,0.001451567,0.0004890115,0.001822392,0.0001191279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002550212,"about_ca_system_score_gemma":0.00125528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002936565,"about_ca_topic_score_gemma":0.002332028,"domain_scores_codex":[0.9947149,0.00008825305,0.0007299889,0.0008978245,0.002473396,0.001095705],"domain_scores_gemma":[0.9976707,0.0006773273,0.0005240557,0.0005982692,0.0003075932,0.0002221046],"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":[0.00001183242,0.00005332319,0.000004775095,0.00003906821,0.00005212524,0.0001073635,0.01362243,0.0001490336,0.000003239109,0.9744659,0.01103847,0.0004524025],"study_design_scores_gemma":[0.0002198985,0.00007529113,0.00004229119,0.0001632919,0.00009944171,0.00002400068,0.00515837,0.00005948046,2.892685e-7,0.002334288,0.9910848,0.0007385995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002871648,0.01537357,0.00005771328,0.001560255,0.004887572,0.0005418442,0.00003875046,0.0002669844,0.9772446],"genre_scores_gemma":[0.01154465,0.1310433,0.003659116,0.005390632,0.003745614,0.0003531553,0.00006160041,0.0004161516,0.8437858],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9800463,"threshold_uncertainty_score":0.9995974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0632606441828942,"score_gpt":0.291000331207219,"score_spread":0.2277396870243248,"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."}}