{"id":"W7133134098","doi":"10.5281/zenodo.18820815","title":"Methodological Evaluation of Off-Grid Communities Systems in Tanzania Using Quasi-Experimental Design to Assess System Reliability","year":2005,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Reliability (semiconductor); Tanzania; Baseline (sea); Psychological intervention; Field (mathematics); Key (lock); Intervention (counseling); Measure (data warehouse); Focus group","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05552059,0.001252986,0.001255424,0.00103924,0.002457695,0.0009495345,0.001826606,0.001270744,0.003592102],"category_scores_gemma":[0.07127905,0.001114362,0.001547281,0.001036876,0.002437257,0.000929435,0.001355193,0.001454046,0.0004757894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004008397,"about_ca_system_score_gemma":0.009366521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007028049,"about_ca_topic_score_gemma":0.009384022,"domain_scores_codex":[0.9473869,0.04418011,0.002573905,0.002000517,0.002443562,0.001414971],"domain_scores_gemma":[0.9277181,0.04570686,0.007626362,0.008202839,0.009310124,0.001435748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0942279,0.2213787,0.06155574,0.02260451,0.003427015,0.001080951,0.0454405,0.05642921,0.05588494,0.02773156,0.006106118,0.4041329],"study_design_scores_gemma":[0.06189471,0.6843796,0.1204685,0.001485145,0.003152488,0.0001851979,0.009086326,0.03165976,0.03896642,0.01562793,0.03260117,0.0004926377],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7647501,0.0003361304,0.08193433,0.0004905809,0.0003517058,0.1473516,0.0005887995,0.0002174339,0.003979244],"genre_scores_gemma":[0.5294656,0.0002253438,0.1364967,0.0003247966,0.000100611,0.3312021,0.0002278015,0.00004392987,0.001913109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05552059,"threshold_uncertainty_score":0.2936245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3350224954564066,"score_gpt":0.3569116750888265,"score_spread":0.02188917963241993,"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."}}