{"id":"W4248733990","doi":"10.2134/agronmonogr47.c6","title":"Soil Temperature","year":2005,"lang":"en","type":"book-chapter","venue":"Agronomy monograph/Agronomy","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Arid; Environmental science; Limiting; Drainage; Soil water; Temperate climate; Soil science; Water content; Hydrology (agriculture); Irrigation; Geology; Geotechnical engineering; Agronomy; Ecology; Engineering","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0001452845,0.0014797,0.001061916,0.0007644073,0.0002423152,0.0003073675,0.0006892256,0.001545027,0.0026274],"category_scores_gemma":[0.000003165217,0.001510904,0.0008712625,0.0001832576,0.0002420888,0.0005522706,0.0001099663,0.001824467,0.001330505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386921,"about_ca_system_score_gemma":0.0001133841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002936732,"about_ca_topic_score_gemma":0.00008376218,"domain_scores_codex":[0.9968485,0.00002091124,0.0008616084,0.0009596635,0.0003371254,0.0009721816],"domain_scores_gemma":[0.9980209,0.00008322352,0.000181579,0.001135809,0.0001235292,0.0004548948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007406924,0.00008201836,0.0004891908,0.0003783548,0.00373959,0.0001355448,0.0008142424,0.01381246,0.00008699973,0.03883823,0.7683877,0.1731616],"study_design_scores_gemma":[0.0006937945,0.00003963014,0.0002475071,0.0003819284,0.000272309,0.00002833888,0.00004878315,0.0002100979,0.0003084526,0.002492071,0.9933016,0.00197554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004564126,0.03144962,0.00008869862,0.0001440961,0.0009506436,0.0006998795,0.00009347232,0.001572519,0.9604369],"genre_scores_gemma":[0.08469359,0.007200335,0.004803369,0.0004773568,0.003945515,0.0004038751,0.001477731,0.001079497,0.8959187],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2249139,"threshold_uncertainty_score":0.9997953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007592749685480316,"score_gpt":0.1775137480106316,"score_spread":0.1699209983251513,"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."}}