{"id":"W3197966525","doi":"10.2139/ssrn.3899709","title":"Many Actors Amongst Multiple Renewables: A Systematic Review of Actor Involvement in Complementarity of Renewable Energy Sources","year":2021,"lang":"en","type":"review","venue":"SSRN Electronic Journal","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; York University","funders":"","keywords":"Renewable energy; Complementarity (molecular biology); Economics; Natural resource economics; Business; Public economics; Environmental economics; Engineering","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":[0.02297901,0.00127271,0.006674127,0.008832156,0.0006816783,0.004990827,0.001922618,0.002534659,0.003994076],"category_scores_gemma":[0.07455745,0.001299198,0.008094163,0.01204481,0.001436619,0.005137267,0.003335732,0.002163575,0.0002476106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003562567,"about_ca_system_score_gemma":0.01518046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007521515,"about_ca_topic_score_gemma":0.03819728,"domain_scores_codex":[0.9767169,0.01275657,0.005225698,0.001719036,0.003077304,0.0005045024],"domain_scores_gemma":[0.9023533,0.08529972,0.008229727,0.0009115252,0.002693545,0.000512103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005666648,0.00006330165,0.004189688,0.7664281,0.03286179,0.0001892825,0.001137776,0.0004362673,0.0002381402,0.002180293,0.001401626,0.1903071],"study_design_scores_gemma":[0.000474909,0.000318339,0.009889873,0.8050171,0.1324269,0.0005497164,0.002014341,0.0003225529,0.0003179203,0.003350439,0.04521887,0.00009902292],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001583413,0.9972517,0.0003089142,0.0002636821,0.00004959673,0.0001062924,0.00008779655,0.000002578157,0.0003460419],"genre_scores_gemma":[0.04277734,0.9543977,0.001776824,0.0005361085,0.00006597944,0.000223889,0.0001169588,0.000007235205,0.00009787257],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02297901,"threshold_uncertainty_score":0.1215261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559125591390529,"score_gpt":0.2452164200991553,"score_spread":0.22962516418525,"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."}}