{"id":"W4237155647","doi":"10.13031/sd14053","title":"Integration of solar thermal technologies into superheated steam processing in northern climates: A review","year":2014,"lang":"en","type":"review","venue":"","topic":"Photovoltaic Systems and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Process engineering; Parabolic trough; Environmental science; Solar energy; Fossil fuel; Photovoltaic system; Photovoltaic thermal hybrid solar collector; Greenhouse gas; Thermal energy; Superheated steam; Thermal energy storage; Electricity generation; Waste management; Boiler (water heating); Engineering; Electrical engineering","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":[0.0006386854,0.0006043487,0.000796122,0.00197057,0.000227046,0.001010691,0.0005781193,0.0006601992,0.002088777],"category_scores_gemma":[0.0005338053,0.0002851281,0.0005598032,0.003189901,0.0002818771,0.000942575,0.0004204964,0.0007148508,0.00075537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004777405,"about_ca_system_score_gemma":0.001070666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002550985,"about_ca_topic_score_gemma":0.005464103,"domain_scores_codex":[0.9998487,0.00002023728,0.00002322288,0.00003079813,0.00006019467,0.00001676626],"domain_scores_gemma":[0.9995252,0.0002125553,0.00008960094,0.00001052879,0.0001379693,0.00002420731],"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":[0.00007151107,0.00008972063,0.000486393,0.0454493,0.0002002046,0.0001580205,0.0001141467,0.0009098893,0.004633325,0.002522774,0.01027797,0.9350867],"study_design_scores_gemma":[0.000009596669,0.000264357,0.002772368,0.009403136,0.0003540171,0.0005932811,0.0001427573,0.0002778556,0.003356959,0.0007080433,0.9820863,0.00003124713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003030018,0.9986585,0.0001240399,0.00007887827,0.00007320681,0.000003133887,0.000009521646,0.000003308681,0.000746467],"genre_scores_gemma":[0.001448016,0.9979687,0.0001619188,0.00006658232,0.00004972397,0.000003127072,0.00001689445,0.000001660171,0.0002833036],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002550985,"threshold_uncertainty_score":0.006987691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01987063905810387,"score_gpt":0.3019094196072504,"score_spread":0.2820387805491465,"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."}}