{"id":"W6967972722","doi":"10.5281/zenodo.12573491","title":"Twelver Shi'ism in post-revolutionary Iran","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Islam; Guardian; Constitution; State (computer science); Population; Politics; Ideology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006835411,0.0001846238,0.0002251384,0.0008881045,0.002933621,0.001767556,0.0004175615,0.0006335012,0.003939978],"category_scores_gemma":[0.0008023367,0.000182448,0.0001789571,0.001438044,0.002413481,0.0008174498,0.001124688,0.001849885,0.0004437928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003009398,"about_ca_system_score_gemma":0.003925073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04887582,"about_ca_topic_score_gemma":0.08623467,"domain_scores_codex":[0.9996287,0.00007081455,0.0000140423,0.00003038309,0.0000763809,0.0001797062],"domain_scores_gemma":[0.9996811,0.00004390719,0.0001117744,0.00001287042,0.00006870398,0.00008152585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005746986,0.00093795,0.3733273,0.0006276013,0.00008270669,0.01358263,0.3710954,0.0003604022,0.003313937,0.08372616,0.03926596,0.1131052],"study_design_scores_gemma":[0.00005673587,0.0001928673,0.5996316,0.0003031155,0.0000358401,0.003197405,0.2350258,0.0002653421,0.0003575709,0.002927972,0.1579608,0.00004499079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761269,0.001589203,0.00007058617,0.004262079,0.0001614304,0.0000203956,0.00009328259,0.000006772315,0.01766946],"genre_scores_gemma":[0.99355,0.001508409,0.00007006648,0.0009981459,0.0001010752,0.000009503135,0.0001016908,0.000005595845,0.003655683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04887582,"threshold_uncertainty_score":0.09718263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04090147403740538,"score_gpt":0.2764612275965707,"score_spread":0.2355597535591653,"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."}}