{"id":"W4391614688","doi":"10.6000/1929-6002.2024.13.01","title":"Study of Technological Surveillance in Electric River Mobility for Cargo Transport on the Atrato River, Colombia","year":2024,"lang":"en","type":"article","venue":"Journal of Technology Innovations in Renewable Energy","topic":"Environmental and Ecological Studies","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Telecommunications; Geography; Engineering","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":[0.0003056635,0.0002166903,0.0001815881,0.001209819,0.0009225159,0.001804088,0.0003035473,0.0002772562,0.002348227],"category_scores_gemma":[0.0009774603,0.0000966133,0.0002045912,0.001078655,0.0004285505,0.0008011772,0.0005726402,0.0003268917,0.0001474866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0040241,"about_ca_system_score_gemma":0.002468175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.191719,"about_ca_topic_score_gemma":0.2662528,"domain_scores_codex":[0.999621,0.00006423886,0.00001952922,0.00007624394,0.000125737,0.00009314736],"domain_scores_gemma":[0.9994759,0.00009006771,0.0001021556,0.00001794985,0.0002679929,0.00004599787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000427919,0.0007022778,0.6804599,0.001608448,0.00009715674,0.004400366,0.0309252,0.00846514,0.02116653,0.02274778,0.009534907,0.2194644],"study_design_scores_gemma":[0.000007088354,0.0002212191,0.9027859,0.0001591714,0.00004682403,0.0002255337,0.06129062,0.00405395,0.00245269,0.0005226326,0.0281936,0.000040863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9458864,0.0006920117,0.0006644432,0.0004476598,0.00001793733,0.0001074702,0.0003728496,0.00001184512,0.05179942],"genre_scores_gemma":[0.9924906,0.0005390928,0.0004312481,0.00002556561,0.000003677473,0.00002507352,0.0001788131,0.00000390223,0.006302081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.191719,"threshold_uncertainty_score":0.3812062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906533568145157,"score_gpt":0.2490637612665643,"score_spread":0.2299984255851127,"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."}}