{"id":"W3181585804","doi":"10.5539/sar.v10n3p52","title":"The IDEA Method for Assessing Irrigated Cereal Farms Sustainability in Algerian Arid Zones: Case of Ouargla Region (Oued M'ya)","year":2021,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Agriculture; Limiting; Scale (ratio); Arid; Production (economics); Excellence; Resource (disambiguation); Business; Agricultural economics; Geography; Natural resource economics; Agricultural science; Environmental resource management; Economics; Environmental science; Engineering; Ecology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001844438,0.0003561141,0.0002133478,0.004462313,0.0004883545,0.001082258,0.0004147447,0.0003260172,0.001065455],"category_scores_gemma":[0.001788114,0.000118359,0.000435821,0.004559158,0.0005110438,0.0005518016,0.000888303,0.0002334041,0.0001097925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119866,"about_ca_system_score_gemma":0.0008138248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02486065,"about_ca_topic_score_gemma":0.02932199,"domain_scores_codex":[0.9988913,0.0005898195,0.00008600983,0.00009499452,0.0001995685,0.0001383813],"domain_scores_gemma":[0.999018,0.0003648852,0.0002446827,0.00005408563,0.0002598258,0.00005845085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001680629,0.0001028463,0.9179533,0.0002239742,0.0001621725,0.001598045,0.00507573,0.004214311,0.002232107,0.003504948,0.0008812501,0.06388319],"study_design_scores_gemma":[0.00001099673,0.0001858094,0.9563466,0.00008442255,0.00008061928,0.0006198292,0.02221692,0.0141766,0.001277168,0.001239207,0.003732652,0.00002912461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902891,0.0004464755,0.003193919,0.0001070194,0.000009606766,0.00007244418,0.0005088538,0.00001242204,0.005360231],"genre_scores_gemma":[0.9926932,0.0002138468,0.006234879,0.000009660959,0.000005279234,0.00006173077,0.0001987215,0.000002677267,0.0005799764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02486065,"threshold_uncertainty_score":0.04943192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04981374557632278,"score_gpt":0.3767451087083445,"score_spread":0.3269313631320217,"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."}}