{"id":"W2338420417","doi":"","title":"Wind-Diesel hybrid system: energy storage system selection method","year":2012,"lang":"en","type":"article","venue":"Constellation (Université du Québec à Chicoutimi)","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Engineering; Environmental economics; Forestry; Geography; Economics","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":[0.0002392816,0.0005633369,0.0005692841,0.0003021288,0.0004081262,0.0006918309,0.000648195,0.000380542,0.005484287],"category_scores_gemma":[0.0001663938,0.0001899957,0.0002450655,0.0003945583,0.0001599264,0.000324267,0.0002263128,0.0002128965,0.0007173527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003893538,"about_ca_system_score_gemma":0.0004264739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003257333,"about_ca_topic_score_gemma":0.006896636,"domain_scores_codex":[0.9998962,0.00003075815,0.000006060191,0.00002023401,0.0000339962,0.00001277525],"domain_scores_gemma":[0.9999363,0.00001783857,0.00001025434,0.000003135776,0.00002645608,0.000005939074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003930152,0.0001645579,0.001468226,0.0003408029,0.0001131544,0.0002694883,0.00008426017,0.6983337,0.01620135,0.005739908,0.004438396,0.2724532],"study_design_scores_gemma":[0.00005461793,0.0001545142,0.0005612322,0.0000134479,0.00003015906,0.0000794661,0.0000148246,0.9936393,0.002110411,0.0007603398,0.002572352,0.000009440368],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1100703,0.001714129,0.8560644,0.0003032604,0.0001311806,0.0004967191,0.0003179791,0.001370689,0.02953139],"genre_scores_gemma":[0.9364508,0.0004295997,0.05057052,0.00006003454,0.00005409556,0.0003375078,0.0002165472,0.00003914257,0.01184181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005484287,"threshold_uncertainty_score":0.01834673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027228613608389,"score_gpt":0.2041557397088194,"score_spread":0.1938834535727355,"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."}}