{"id":"W4254734954","doi":"10.4095/300913","title":"Surficial Hydrogeological Materials","year":2010,"lang":"en","type":"report","venue":"","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrogeology; Geology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010376,0.0002694323,0.0006240947,0.0000969527,0.0001266574,0.00009239627,0.0003550882,0.000933869,0.1925381],"category_scores_gemma":[0.0003708341,0.0001601073,0.0002056579,0.0001257743,0.00009266517,0.00003401476,0.00002411161,0.0005454437,0.003902989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002714407,"about_ca_system_score_gemma":0.0002284626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02570621,"about_ca_topic_score_gemma":0.01818116,"domain_scores_codex":[0.9978527,0.00008308979,0.0004477153,0.0005049614,0.0007122289,0.0003993481],"domain_scores_gemma":[0.9991228,0.00009417785,0.0001654336,0.0002921483,0.0001650604,0.0001603779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001054556,0.0001809023,0.5242431,0.0002114035,0.0005441713,0.0007137622,0.00003174372,0.007069682,0.000377194,0.0001640734,0.1308348,0.3355237],"study_design_scores_gemma":[0.0001828967,0.0002618605,0.1403985,0.00003992588,0.0003438655,0.0002055355,0.00001943402,0.004177405,0.0004042184,0.004043449,0.8485714,0.001351606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3960419,0.000482759,0.0001221949,0.0004598032,0.003583452,0.0001306567,0.0004157257,0.0002346989,0.5985288],"genre_scores_gemma":[0.9746315,0.0005354389,0.0006669801,0.0001686055,0.001786095,8.295106e-7,0.001967825,0.000003919099,0.02023879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7177365,"threshold_uncertainty_score":0.9997345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05057802855913054,"score_gpt":0.2560944842013623,"score_spread":0.2055164556422317,"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."}}