{"id":"W4245317101","doi":"10.1007/978-1-4939-7131-2_100492","title":"Infiltration","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Infiltration (HVAC); Materials science; Composite material","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":[0.0002051502,0.0008665023,0.0005220713,0.0007610024,0.0008004641,0.002284569,0.0009144116,0.0009083399,0.1239243],"category_scores_gemma":[0.0003558553,0.0003176926,0.00047815,0.0008013502,0.0004980846,0.001885998,0.001702172,0.001246754,0.07042427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006803893,"about_ca_system_score_gemma":0.0009047842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499418,"about_ca_topic_score_gemma":0.001819441,"domain_scores_codex":[0.999616,0.00002239952,0.00001606166,0.0001003696,0.0001894584,0.00005559452],"domain_scores_gemma":[0.9998764,0.00001099316,0.000009356566,0.00002297457,0.00006513246,0.00001521558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001544973,0.0001173243,0.0008904786,0.0005643183,0.00001742398,0.0003917508,0.0005717967,0.002516499,0.0371579,0.1588322,0.1618648,0.636921],"study_design_scores_gemma":[0.00001531539,0.00004279929,0.000604125,0.00008037635,0.00001307681,0.0002964856,0.0001221313,0.001499179,0.01045724,0.01005237,0.9768002,0.00001665371],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005037475,0.001663537,0.02619653,0.0007712871,0.0008667675,0.0001130705,0.0008437484,0.002041642,0.962466],"genre_scores_gemma":[0.0474846,0.002126097,0.005443175,0.0006169094,0.000249374,0.0001117886,0.001063398,0.0004759606,0.9424287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1239243,"threshold_uncertainty_score":0.414568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100490847254984,"score_gpt":0.1972993289836857,"score_spread":0.1662944205111359,"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."}}