{"id":"W1918102221","doi":"10.1002/wene.54","title":"Technology cooperation for sustainable energy: a review of pathways","year":2012,"lang":"en","type":"review","venue":"Wiley Interdisciplinary Reviews Energy and Environment","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Business; Civil society; Developing country; Portfolio; Process (computing); Sustainability; Sustainable energy; Sustainable development; Private sector; Energy policy; Public relations; Economic growth; Political science; Economics; Renewable energy; Engineering; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001600829,0.0006206567,0.002899272,0.0002598266,0.0007233222,0.0000347766,0.0006379265,0.0006629441,0.0004473004],"category_scores_gemma":[0.0001419388,0.0005123379,0.0007725241,0.0005291665,0.00062028,0.0003244298,0.0008477086,0.0001659473,0.00001101047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005550573,"about_ca_system_score_gemma":0.00024896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001508072,"about_ca_topic_score_gemma":0.0002288823,"domain_scores_codex":[0.9962536,0.0005713541,0.001407574,0.0006700914,0.0003083197,0.0007890586],"domain_scores_gemma":[0.9977273,0.0001859958,0.001169533,0.0006148852,0.00007592842,0.0002263352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004010681,0.00009261802,2.973127e-7,0.03705457,0.00007789204,0.000003721521,0.000171164,8.746417e-7,4.773181e-7,0.07526447,0.005972159,0.8813577],"study_design_scores_gemma":[0.0000909257,0.0001209461,3.85634e-8,0.05581325,0.0008845677,0.000008737843,0.0005996707,9.682519e-7,0.000002212364,0.002545187,0.9394663,0.0004671804],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.391598e-7,0.990819,0.001681194,0.000290121,0.0002554342,0.001174003,0.00002511853,0.00004737584,0.005707506],"genre_scores_gemma":[0.000007834286,0.9878141,0.0004967785,0.0001528066,0.0006455291,0.003417733,0.0002547587,0.0000742661,0.007136147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9334942,"threshold_uncertainty_score":0.9997328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04017232786411258,"score_gpt":0.3238445973648098,"score_spread":0.2836722695006972,"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."}}