{"id":"W4409953622","doi":"10.1007/978-981-97-1818-4_7-1","title":"Middle Persian for Teachers of Modern Persian","year":2025,"lang":"en","type":"book-chapter","venue":"Springer handbooks in languages and linguistics.","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Persian; Ancient history; History; Philosophy; Linguistics","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":[0.0002939121,0.0001744309,0.0003383466,0.0001818884,0.0001826595,0.00002952155,0.0001530429,0.0002202213,0.00009113423],"category_scores_gemma":[0.0009851326,0.0001811998,0.0001092236,0.00002024869,0.0003544263,0.000006973902,0.00005549232,0.0001884129,0.000001485292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000831838,"about_ca_system_score_gemma":0.0001971461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008001333,"about_ca_topic_score_gemma":0.002422254,"domain_scores_codex":[0.9991022,0.00001607327,0.0002409819,0.0002706607,0.0001516453,0.0002184156],"domain_scores_gemma":[0.9993351,0.0001774826,0.0001252219,0.0001551216,0.0001539926,0.0000530871],"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":[0.00001467436,0.00002105557,0.0004068932,0.0002514641,0.00009483848,0.000003853525,0.1173276,8.136907e-7,0.000004280785,0.8508666,0.002069941,0.02893797],"study_design_scores_gemma":[0.0003990397,0.00004982901,0.00006681878,0.001133675,0.000125543,1.587478e-7,0.02136466,0.00002032079,0.00001672225,0.02291035,0.9535882,0.0003246772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002001421,0.01275113,0.00005692952,0.0001881144,0.0006995177,0.0003173411,0.00004653458,0.00002523725,0.985715],"genre_scores_gemma":[0.1256399,0.001965801,0.001791514,0.0001209048,0.001190537,0.00001728561,0.00001387838,0.00002860008,0.8692316],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9515182,"threshold_uncertainty_score":0.7389114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134643709249387,"score_gpt":0.3310957221169941,"score_spread":0.2997492850245003,"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."}}