{"id":"W4377200707","doi":"10.51984/jopas.v21i2.1684","title":"Evaluation of Physical and Chemical Properties of Imported Durum Wheat and Their Produced Semolina in Libya","year":2022,"lang":"en","type":"article","venue":"Journal of Pure & Applied Sciences","topic":"Crop Yield and Soil Fertility","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Moisture; Standardization; Agronomy; Food science; Chemistry; Biology","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":[0.0002869102,0.0003102095,0.0002522762,0.00100995,0.000729454,0.0009435207,0.0001676511,0.0002118787,0.0008147302],"category_scores_gemma":[0.0002323791,0.0001237561,0.000223226,0.001291226,0.0003190971,0.0002549002,0.0002529988,0.0002603778,0.0001585425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009730731,"about_ca_system_score_gemma":0.0004658516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01671686,"about_ca_topic_score_gemma":0.06123319,"domain_scores_codex":[0.9998084,0.00002209128,0.00001382853,0.00005197136,0.00007173971,0.00003196612],"domain_scores_gemma":[0.9997984,0.00002575156,0.00007160747,0.00001009223,0.00006986562,0.00002430093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001604875,0.000303551,0.5535799,0.0007274445,0.0001710899,0.002261534,0.004715115,0.0005119837,0.3943635,0.0003808266,0.0002995621,0.04108063],"study_design_scores_gemma":[0.000004464248,0.0003885508,0.9784833,0.00003642594,0.00004779618,0.0003349111,0.003244872,0.0001642578,0.01505338,0.00004015212,0.002188777,0.00001297182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989846,0.0001437652,0.0000517333,0.000006479382,0.000002118273,0.000002967971,0.00009909994,0.000001611957,0.000707478],"genre_scores_gemma":[0.9977156,0.0003025653,0.0003585969,0.00001752775,0.000002631976,0.000005632301,0.00026967,0.00000768244,0.001320194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01671686,"threshold_uncertainty_score":0.03323913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04418129018347995,"score_gpt":0.2444831197242471,"score_spread":0.2003018295407672,"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."}}