{"id":"W2990283194","doi":"","title":"Geotomography of a Shallow Sand Aquifer in North-Eastern Ontario","year":2011,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Aquifer; Geology; Hydrology (agriculture); Groundwater; Geotechnical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007573239,0.0001536378,0.0002034088,0.0006617489,0.002758745,0.0008571322,0.0004404307,0.0003270672,0.001669841],"category_scores_gemma":[0.0003513053,0.0002196928,0.0001407012,0.001506354,0.0009821572,0.0002479678,0.0007584376,0.0001799032,0.0002083971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01018153,"about_ca_system_score_gemma":0.0113311,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9709393,"about_ca_topic_score_gemma":0.9959164,"domain_scores_codex":[0.9998745,0.000007797132,0.000005497268,0.00002136162,0.00004365142,0.00004725022],"domain_scores_gemma":[0.9997713,0.00001736967,0.00003909086,0.000007080367,0.00009281817,0.00007228162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000238955,0.00007096845,0.9498206,0.0001117135,0.00003416273,0.002118754,0.01634928,0.001232312,0.008759737,0.0009929879,0.00187011,0.01840049],"study_design_scores_gemma":[0.000006539919,0.0000240739,0.9875602,0.00001727538,0.000008792521,0.0001298903,0.007748529,0.0007413248,0.0002105399,0.00008450658,0.003459756,0.000008495469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958218,0.00004877565,0.0001048733,0.00008540269,0.000001848063,0.00002081976,0.0003183998,0.000008558831,0.003589337],"genre_scores_gemma":[0.9957903,0.00007106058,0.0002113091,0.00001880921,0.000001144195,0.00001136943,0.0001885282,0.000003389726,0.003704107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02906066,"threshold_uncertainty_score":0.07387251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03635519619213006,"score_gpt":0.201939139107061,"score_spread":0.165583942914931,"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."}}