{"id":"W4289534932","doi":"10.4236/jss.2022.109002","title":"Smart Water Governance in Moroccan Agriculture: New Science and Policy Collaboration and Partnership","year":2022,"lang":"en","type":"article","venue":"Open Journal of Social Sciences","topic":"Water resources management and optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Corporate governance; Livelihood; Business; Agriculture; Integrated water resources management; General partnership; Sustainability; Water resources; Food security; Environmental economics; Environmental resource management; Environmental planning; Economics; Environmental science; Finance; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.01268082,0.0002384432,0.0003073112,0.001318584,0.003885085,0.007064558,0.0009001438,0.002618631,0.005193158],"category_scores_gemma":[0.006689264,0.0001705129,0.0002386222,0.001562585,0.008304535,0.006004196,0.006159305,0.00137927,0.0001713041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01707505,"about_ca_system_score_gemma":0.02394447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01481093,"about_ca_topic_score_gemma":0.0180764,"domain_scores_codex":[0.9943229,0.003732944,0.0001191082,0.0003488053,0.000462122,0.00101408],"domain_scores_gemma":[0.9904462,0.005875325,0.001137552,0.0005268379,0.0008088589,0.001205081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009221355,0.0001662031,0.01445356,0.0008428923,0.00004650095,0.002111659,0.06789646,0.002060787,0.001582793,0.7443095,0.0127914,0.1536461],"study_design_scores_gemma":[0.00003212396,0.0002619339,0.03271174,0.001707092,0.00002942221,0.0005721053,0.128428,0.003583612,0.0008802113,0.2349385,0.5968028,0.0000525542],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3150547,0.05364335,0.01236098,0.4506249,0.000934105,0.0003032251,0.0001495066,0.00006221671,0.166867],"genre_scores_gemma":[0.9876123,0.00396295,0.002125816,0.002791807,0.0001534366,0.00006100794,0.00001880232,0.000004876989,0.003269031],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01707505,"threshold_uncertainty_score":0.1238887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0168527919175654,"score_gpt":0.2623966237743457,"score_spread":0.2455438318567804,"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."}}