{"id":"W4235512661","doi":"10.1163/24685542-12340051","title":"Research Abstracts","year":2020,"lang":"en","type":"article","venue":"Journal of Islamic Ethics","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; Carleton University","funders":"","keywords":"Relation (database); Intellect; Philosophy; Character (mathematics); Reading (process); Theology; Section (typography); Epistemology; Psychology; Linguistics; Mathematics; Computer science","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007913321,0.00005253398,0.0001653675,0.00008528863,0.0007801732,0.00004151407,0.0003707622,0.000192881,0.0001176254],"category_scores_gemma":[0.005193248,0.00004678199,0.00009505353,0.000305874,0.0005889953,0.0001290181,0.00004784295,0.002519868,0.00008270344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001852223,"about_ca_system_score_gemma":0.001224727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005857287,"about_ca_topic_score_gemma":0.0009433358,"domain_scores_codex":[0.9975174,0.000517749,0.0003490873,0.00008313172,0.001261303,0.0002713002],"domain_scores_gemma":[0.9974051,0.001196202,0.0002207325,0.00006533803,0.001033365,0.00007924118],"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":[0.00004127543,0.00004303795,0.0001331305,0.0000411555,0.00004930307,0.0001292066,0.5089879,0.00005155779,0.000552899,0.3745496,0.1121371,0.003283827],"study_design_scores_gemma":[0.0002713473,0.0001918437,0.001007245,0.00006265863,0.00001471577,0.000005444873,0.07048787,0.000007626327,0.00005498041,0.02390712,0.9038939,0.00009522666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1195918,0.001769651,0.0001588269,0.312115,0.001490075,0.0001055968,0.000002101405,0.00002254481,0.5647444],"genre_scores_gemma":[0.9917499,0.002344981,0.0003820387,0.002237311,0.001854846,3.301354e-7,8.722718e-8,0.000007957448,0.001422557],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8721581,"threshold_uncertainty_score":0.9997814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2791809048328247,"score_gpt":0.4635585158431643,"score_spread":0.1843776110103397,"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."}}