{"id":"W4297905277","doi":"10.5383/swes.05.01.001","title":"Condenser Designs for Greenhouse Desalination","year":2013,"lang":"en","type":"article","venue":"International Journal of Sustainable Water and Environmental Systems","topic":"Greenhouse Technology and Climate Control","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Condenser (optics); Surface condenser; Tube (container); Coolant; Materials science; Desalination; Composite material; Mechanical engineering; Engineering; Optics; Chemistry; Physics; Steam turbine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000424838,0.0004052567,0.0004255232,0.0006819167,0.0003587009,0.0006163312,0.0007701016,0.0005892773,0.003852912],"category_scores_gemma":[0.0005321912,0.0002479231,0.0003928446,0.0005794062,0.0002674576,0.0009384745,0.0004260964,0.0005024871,0.0009537739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006947324,"about_ca_system_score_gemma":0.0004893134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006596376,"about_ca_topic_score_gemma":0.001719993,"domain_scores_codex":[0.9994897,0.00004121628,0.00002706205,0.00009901379,0.0003026123,0.00004039165],"domain_scores_gemma":[0.999737,0.00005961747,0.00004996941,0.00003549311,0.0000979078,0.00001996653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000318344,0.00007131371,0.001140004,0.0009865738,0.00004014569,0.0001312139,0.000109688,0.0088938,0.8453141,0.009055633,0.00191853,0.1320208],"study_design_scores_gemma":[0.00009055213,0.001318357,0.003978857,0.00005275657,0.000092498,0.000518274,0.00006328446,0.02412004,0.8459794,0.001792215,0.1219114,0.00008238609],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2604081,0.01442011,0.6915261,0.0005643987,0.0008679964,0.0009932466,0.001443469,0.003455626,0.02632104],"genre_scores_gemma":[0.772436,0.005691654,0.2002074,0.0002338318,0.0002284171,0.0004557291,0.0008750571,0.0001967093,0.01967504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003852912,"threshold_uncertainty_score":0.01288927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046980941794617,"score_gpt":0.1921077889294586,"score_spread":0.1816379795115124,"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."}}