{"id":"W2725378930","doi":"","title":"Retractable roofs for increased production and profitability : farming for tomorrow","year":2016,"lang":"en","type":"article","venue":"Farmers' Weekly","topic":"Greenhouse Technology and Climate Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Profitability index; Roof; Greenhouse; Production (economics); Environmental science; Frost (temperature); Agricultural economics; Agriculture; Agricultural science; Geography; Business; Engineering; Meteorology; Agronomy; Civil engineering; Economics; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004231502,0.0001135428,0.0001608616,0.00001087882,0.0002680395,0.00001803446,0.0001127991,0.0001445713,0.00006264576],"category_scores_gemma":[0.0005873828,0.00003883521,0.00006537084,0.00008944172,0.00008760986,0.0001497061,0.00002721647,0.000050036,0.000006004629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002491712,"about_ca_system_score_gemma":0.000007412742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005845109,"about_ca_topic_score_gemma":0.0004313504,"domain_scores_codex":[0.9990792,0.0000255433,0.0001586733,0.000368544,0.00006406347,0.000303936],"domain_scores_gemma":[0.999419,0.0002866614,0.00007406416,0.00006857799,0.00009803749,0.00005368883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000245868,0.00006915726,0.04288326,0.00002806662,0.00001428733,2.355049e-7,0.00001931938,5.543914e-8,0.7388953,0.0004948398,0.001029648,0.2163199],"study_design_scores_gemma":[0.003059422,0.003198391,0.6278628,0.0001857961,0.0001872584,0.00003134628,0.001968697,0.0001880063,0.2006694,0.01967373,0.1418608,0.00111436],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843173,0.0001016994,0.0001933226,0.013786,0.0001531438,0.001074689,0.0001044752,0.0001771552,0.00009220684],"genre_scores_gemma":[0.9982775,0.00001502906,0.0003147801,0.00009565912,0.0001685763,0.0003232097,0.00001616713,0.00000156277,0.000787559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5849795,"threshold_uncertainty_score":0.206157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173099437529308,"score_gpt":0.2209989465606324,"score_spread":0.2036890028077016,"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."}}