{"id":"W4255088560","doi":"10.1007/978-3-319-31967-4_9","title":"Active Systems","year":2016,"lang":"en","type":"book-chapter","venue":"Springer tracts in civil engineering","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Renewable energy; Natural resource; Energy development; Environmental science; Wind power; Solar energy; Sustainable development; Greenhouse gas; Resource (disambiguation); Environmental economics; Environmental resource management; Business; Engineering; Computer science; Ecology; Economics","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":[0.0002041516,0.0009556623,0.000505718,0.000831579,0.0006565324,0.002271748,0.001029714,0.0009157669,0.1379745],"category_scores_gemma":[0.0004161792,0.0003074205,0.0002943997,0.0008500152,0.0004647769,0.002227253,0.001394108,0.001221349,0.07183015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004631849,"about_ca_system_score_gemma":0.000459729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004590269,"about_ca_topic_score_gemma":0.0008317806,"domain_scores_codex":[0.999749,0.00001906535,0.00000784261,0.00005984439,0.0001421499,0.00002201025],"domain_scores_gemma":[0.9998627,0.00001869749,0.000007140527,0.00003612307,0.00006043313,0.00001486133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005100779,0.00007619603,0.0001397734,0.0003968608,0.00001450855,0.0000908845,0.0001798106,0.001455024,0.009494898,0.1808528,0.1977223,0.6095259],"study_design_scores_gemma":[0.000004423344,0.00001760207,0.0001120523,0.00005720998,0.000005225809,0.0001207702,0.00003193287,0.0007373305,0.002106046,0.01790168,0.9789003,0.000005381964],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001439573,0.00772684,0.04263702,0.0007951296,0.002107429,0.00005253574,0.0004519581,0.001164937,0.9436247],"genre_scores_gemma":[0.01586078,0.004533187,0.00633243,0.0003148309,0.0004210536,0.00004944147,0.0005241749,0.0002841039,0.9716799],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1379745,"threshold_uncertainty_score":0.4615706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450740753507571,"score_gpt":0.19791625804578,"score_spread":0.1834088505107043,"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."}}