{"id":"W7126170034","doi":"10.5281/zenodo.18430317","title":"Imperishable Power for Advancing Nations","year":2022,"lang":"","type":"article","venue":"Open MIND","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dilemma; Power (physics); Renewable energy; Electricity; Face (sociological concept); Greenhouse gas; Matching (statistics); 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":[0.003358549,0.001028165,0.0004497482,0.0009740281,0.004313334,0.009215407,0.001030397,0.00346516,0.06441388],"category_scores_gemma":[0.007844769,0.0002347277,0.000424044,0.0008768535,0.003912952,0.01004466,0.008091151,0.006171892,0.02542572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00266398,"about_ca_system_score_gemma":0.004648767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001609211,"about_ca_topic_score_gemma":0.003132378,"domain_scores_codex":[0.997685,0.0007412364,0.00007365339,0.0002861187,0.0007025861,0.0005114807],"domain_scores_gemma":[0.9970871,0.0004658348,0.0001845297,0.0006078355,0.0007444778,0.0009103944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003470157,0.00002758236,0.0002537426,0.0001119961,0.000006483833,0.0001371575,0.001259605,0.000143527,0.0002799077,0.6335307,0.3094384,0.05477619],"study_design_scores_gemma":[0.000001802258,0.000007260356,0.00006066634,0.00007420437,9.958575e-7,0.00004147822,0.0002331185,0.00003469385,0.00005207389,0.02110904,0.9783814,0.000003291463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002577288,0.01919493,0.005256344,0.1107878,0.01908965,0.00005915088,0.0002699792,0.0004129296,0.842352],"genre_scores_gemma":[0.1270427,0.0225013,0.01024963,0.04092717,0.006973644,0.0001662023,0.0006252222,0.0005856547,0.7909285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06441388,"threshold_uncertainty_score":0.2154859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02002940593012977,"score_gpt":0.2791549062403683,"score_spread":0.2591255003102385,"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."}}