{"id":"W6981701258","doi":"","title":"Expansion of service offering for startup company electrifying Africa: Made in Kenya, for Africa","year":2025,"lang":"en","type":"other","venue":"Lund University Publications Student Papers (Lund University)","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable transport; Service (business); Process (computing); Exploratory research; Sustainable development; Electric vehicle; Renewable energy; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009010942,0.0002436743,0.000113259,0.0007323275,0.006017196,0.002299029,0.0005694222,0.001164018,0.009187328],"category_scores_gemma":[0.00157622,0.0002456337,0.0001309597,0.0009575397,0.001174538,0.002501292,0.001359673,0.0008892459,0.0005560425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004597419,"about_ca_system_score_gemma":0.006243845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02136782,"about_ca_topic_score_gemma":0.09443337,"domain_scores_codex":[0.9994149,0.0001554916,0.00001691235,0.00004993088,0.00009516122,0.0002675075],"domain_scores_gemma":[0.9991987,0.0002534151,0.00009605442,0.00001889981,0.0001378707,0.0002951461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006982313,0.001487727,0.1045205,0.004401416,0.00005038775,0.05791208,0.4092002,0.001528648,0.03711539,0.07126882,0.06014473,0.251672],"study_design_scores_gemma":[0.00002524821,0.0003031518,0.05285868,0.001025165,0.00002749747,0.001942839,0.7070834,0.0006989219,0.003352819,0.0008589849,0.2317684,0.00005480318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9371354,0.001157296,0.0006353938,0.005157214,0.00007188651,0.0004399513,0.0003010581,0.00002149157,0.05508042],"genre_scores_gemma":[0.9796411,0.00129467,0.001414542,0.0005331808,0.000008661347,0.0001083028,0.0001101304,0.00001055994,0.01687882],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02136782,"threshold_uncertainty_score":0.04248691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03812248345259294,"score_gpt":0.277297180795242,"score_spread":0.2391746973426491,"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."}}