{"id":"W2394817063","doi":"10.1111/gwat.12010","title":"Author's Reply","year":2013,"lang":"en","type":"letter","venue":"Ground Water","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Philosophy","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":["insufficient_payload"],"category_scores_codex":[0.0003717889,0.0006892117,0.0005955297,0.0003237528,0.0001474666,0.0005769748,0.0007532415,0.001239076,0.01029522],"category_scores_gemma":[0.00002044972,0.0004366737,0.000297797,0.00009706734,0.000167177,0.0003943187,0.0002909372,0.002706575,0.5209235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003009555,"about_ca_system_score_gemma":0.00003072092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009999566,"about_ca_topic_score_gemma":0.000004503612,"domain_scores_codex":[0.9960641,0.000238876,0.0005145503,0.0009871663,0.0008038936,0.001391378],"domain_scores_gemma":[0.9977986,0.00004487446,0.0001439635,0.001748883,0.0001611916,0.0001025305],"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":[0.000005459439,0.00001115942,0.00002177918,0.00007954959,0.0001221444,0.0006670962,0.0002885635,2.131524e-7,0.0007014353,0.00001073743,0.997991,0.0001009215],"study_design_scores_gemma":[0.0002047038,0.00003260532,0.0001031133,0.00004127399,0.00009973469,0.0001254197,0.00000552711,0.000004465981,0.0005600725,0.002660578,0.9953827,0.0007798199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004671507,0.00005895285,0.00001344034,0.9717467,0.002555123,0.000611415,0.000129278,0.0007495473,0.019464],"genre_scores_gemma":[0.0004476199,5.108628e-7,0.0001563679,0.6035103,0.01022893,0.0001415138,0.002333155,0.0004703395,0.3827113],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5106283,"threshold_uncertainty_score":0.9998085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0326714168903425,"score_gpt":0.2466027907407451,"score_spread":0.2139313738504026,"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."}}