{"id":"W4407979628","doi":"10.53541/jams.vol27iss1pp1-15","title":"Wheat Production in Oman: Experiences, Challenges and Opportunities","year":2025,"lang":"en","type":"article","venue":"Journal of Agricultural and Marine Sciences [JAMS]","topic":"African history and culture analysis","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Business; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004958546,0.0003634003,0.0001328456,0.0003549799,0.0014645,0.001133746,0.0003037859,0.0004764548,0.002024848],"category_scores_gemma":[0.0003421729,0.00007936681,0.00009832323,0.001461534,0.0003931446,0.001077873,0.0009574522,0.0004585436,0.000267273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001190722,"about_ca_system_score_gemma":0.001559236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005159222,"about_ca_topic_score_gemma":0.01495897,"domain_scores_codex":[0.9997767,0.00006233767,0.00001353117,0.00002389026,0.00003899865,0.0000845913],"domain_scores_gemma":[0.999873,0.00002946506,0.00003158005,0.000005620502,0.00003035281,0.00002985939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000240212,0.0003440311,0.07240927,0.006262452,0.00009134052,0.01747988,0.06686997,0.0006861006,0.01844317,0.02969895,0.03678462,0.75069],"study_design_scores_gemma":[0.0000136612,0.0003171946,0.1834779,0.001713987,0.00006235413,0.005158962,0.1682336,0.000388451,0.002865128,0.00495071,0.6327534,0.00006469369],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8192198,0.09844611,0.001005288,0.03104111,0.001015099,0.00003210736,0.0002926269,0.00002721462,0.04892062],"genre_scores_gemma":[0.8682556,0.1170599,0.00123214,0.003146327,0.0003615306,0.00002524737,0.0002599747,0.00001390498,0.009645471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005159222,"threshold_uncertainty_score":0.01025838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03984811570467278,"score_gpt":0.2675293931254636,"score_spread":0.2276812774207909,"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."}}