{"id":"W4382278801","doi":"10.18280/ijsdp.180603","title":"Adrar Initial State Investigation for the Use of Renewable Energies in Irrigation Systems","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Solar Radiation and Photovoltaics","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; State (computer science); Environmental science; Irrigation; Computer science; Engineering; Electrical engineering; Agronomy","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":[0.0008414549,0.000166034,0.0001643277,0.001218847,0.0004301466,0.001184531,0.0002824789,0.0002723667,0.002720086],"category_scores_gemma":[0.001541476,0.0001216112,0.0002355932,0.00210332,0.0003502404,0.0007213858,0.0003624838,0.0002753471,0.0002037422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307872,"about_ca_system_score_gemma":0.001163387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01393323,"about_ca_topic_score_gemma":0.02730292,"domain_scores_codex":[0.9994405,0.0001229643,0.00005843727,0.00007746275,0.0002125399,0.00008810756],"domain_scores_gemma":[0.9983341,0.0004335461,0.0003816978,0.00009931831,0.0006990536,0.00005227731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002902315,0.0001455637,0.6686214,0.0009153846,0.0001630284,0.001526107,0.007702678,0.003102473,0.01589025,0.01501625,0.003325064,0.2833015],"study_design_scores_gemma":[0.000005324767,0.0002052101,0.9050831,0.0001779168,0.00007140824,0.0005136282,0.008661449,0.001804154,0.005525585,0.0008469844,0.07707549,0.00002976381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600375,0.003132148,0.00291662,0.001119604,0.00003839763,0.0000497181,0.001261579,0.00004493635,0.03139949],"genre_scores_gemma":[0.9928935,0.001314655,0.001453492,0.0000904476,0.00001758214,0.00001248868,0.0002794125,0.000005933144,0.003932336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01393323,"threshold_uncertainty_score":0.0277043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0655298827744512,"score_gpt":0.2859923066629848,"score_spread":0.2204624238885336,"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."}}