{"id":"W1505619735","doi":"10.1002/wrcr.20101","title":"Comparison of confined and unconfined infiltration in transparent porous media","year":2013,"lang":"en","type":"article","venue":"Water Resources Research","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Royal Military College of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Infiltration (HVAC); Gradation; Porous medium; Porosity; Materials science; Geotechnical engineering; Environmental science; Geology; Composite material; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001586766,0.0001629417,0.0002052991,0.0001337275,0.0001205962,0.000224435,0.0001637633,0.0001052806,0.0006096128],"category_scores_gemma":[0.000238355,0.00008208706,0.000184213,0.0001475398,0.0002772839,0.0003184079,0.0002369999,0.0001750133,0.00006926106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001927335,"about_ca_system_score_gemma":0.0001520844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237074,"about_ca_topic_score_gemma":0.00109269,"domain_scores_codex":[0.9998975,0.00001051757,0.000006415715,0.00002603139,0.00003414063,0.00002546765],"domain_scores_gemma":[0.9997991,0.00007812653,0.00004788951,0.00001891838,0.00003522285,0.00002072684],"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":[0.0001746496,0.00001996006,0.0003312468,0.00003376916,0.000003195821,0.00002880856,0.00002498569,0.0007652392,0.9966249,0.0001298468,0.00001146211,0.001851934],"study_design_scores_gemma":[0.000007909045,0.0002712209,0.003217654,0.000003343705,0.00001268052,0.00003948105,0.00002337525,0.005255646,0.9907597,0.00003751422,0.0003649265,0.000006531391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946424,0.0001831534,0.004372844,0.000006292228,0.000005302909,0.000005447651,0.0000353365,0.00005754154,0.0006915734],"genre_scores_gemma":[0.997693,0.0001070415,0.001574776,0.000003695227,0.000002007614,0.000006851927,0.00003967125,0.000009771568,0.0005631041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001237074,"threshold_uncertainty_score":0.002459764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06339772945378375,"score_gpt":0.3121306492789748,"score_spread":0.248732919825191,"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."}}