{"id":"W1583770330","doi":"10.1080/17550912.2015.1049056","title":"In Memoriam","year":2015,"lang":"en","type":"article","venue":"Contemporary Arab Affairs","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Middle East; The arts; Politics; Library science; Political science; Foreign policy; Media studies; Sociology; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0008235684,0.00007518566,0.0001567337,0.00007545004,0.0001600996,0.00001705759,0.0001821541,0.00006321965,0.00007357621],"category_scores_gemma":[0.0001899632,0.00007687467,0.00004101268,0.0002001018,0.0002469784,0.0002944047,0.00003942671,0.0001015397,0.0002021328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002033353,"about_ca_system_score_gemma":0.0004935142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00297943,"about_ca_topic_score_gemma":0.002760163,"domain_scores_codex":[0.9990804,0.0001434596,0.0001599648,0.0001647997,0.0002350936,0.0002162913],"domain_scores_gemma":[0.9996106,0.00005386692,0.00004982936,0.000131613,0.00005325026,0.0001008157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003330418,0.0000494411,0.002952871,0.000003657784,0.000008886959,0.00008246874,0.06723424,0.000002153243,0.000003449735,0.1040244,0.8251686,0.0004365203],"study_design_scores_gemma":[0.0004472876,0.00002431781,0.0002472097,0.000009043174,0.000001355446,3.176851e-7,0.06436172,0.000004836078,0.000002950707,0.003256948,0.9315409,0.0001030964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005614201,0.002689915,0.00001110114,0.006513441,0.004375668,0.0001651748,0.00000169998,0.00006368672,0.9805651],"genre_scores_gemma":[0.975247,0.00004678054,0.0000526948,0.0002607338,0.0009006364,0.00001422578,0.00000131489,0.000007447776,0.02346914],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9696328,"threshold_uncertainty_score":0.4504026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06823105457781747,"score_gpt":0.3016524739523017,"score_spread":0.2334214193744842,"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."}}