{"id":"W7128517655","doi":"10.64903/1480-6800.22.4.333","title":"Dried Products and Sustainable Development in Saharan Regions: The Case of Ghardaïa in the M’zab Region of Algeria","year":2019,"lang":"","type":"article","venue":"Arab world geographer","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Sustainable development; Production (economics); Scale (ratio); Agricultural productivity; Agricultural machinery; Local Development","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":[0.0004038671,0.0002845974,0.0001819945,0.0008606316,0.003119078,0.002236395,0.0005266284,0.0007542357,0.002362386],"category_scores_gemma":[0.0002983095,0.0001518731,0.0002593095,0.001972252,0.001422823,0.0009765159,0.001276396,0.0004500937,0.0001308693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005115583,"about_ca_system_score_gemma":0.00186512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07408267,"about_ca_topic_score_gemma":0.1183356,"domain_scores_codex":[0.999655,0.0001289733,0.00001010501,0.00001696501,0.00003446987,0.0001545279],"domain_scores_gemma":[0.9998591,0.00003600278,0.00003854226,0.000005338414,0.0000292208,0.00003184636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005725755,0.000599892,0.2092186,0.002605865,0.0004046936,0.2060586,0.2440017,0.008798879,0.01110884,0.1690201,0.008697608,0.1389127],"study_design_scores_gemma":[0.00002875883,0.0001846498,0.2353379,0.0008775023,0.0001532363,0.007905758,0.5841456,0.004009417,0.002797429,0.009177187,0.1553149,0.00006761436],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797384,0.0036903,0.0001871352,0.001397917,0.00001631303,0.0000142048,0.00005282086,0.000003310062,0.01489948],"genre_scores_gemma":[0.995989,0.002166515,0.0002018449,0.0000913447,0.00000656525,0.000003536496,0.00001714763,0.000002230929,0.001521925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07408267,"threshold_uncertainty_score":0.1473029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01596406715980189,"score_gpt":0.2044465143586429,"score_spread":0.1884824471988411,"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."}}