{"id":"W6902583530","doi":"10.7282/t3r211qt","title":"Beard Mills New Brunswick Flood 2007","year":2009,"lang":"en","type":"other","venue":"Rutgers University Community Repository (Rutgers University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Flood control; Floodplain; River flood; Hydrology (agriculture)","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":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0006904675,0.002166895,0.002230631,0.008413985,0.002982822,0.0002746351,0.006522937,0.002671859,0.002053913],"category_scores_gemma":[0.0001016097,0.003146049,0.001557563,0.005308817,0.001538382,0.001057563,0.001569472,0.005237776,0.003478892],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003917292,"about_ca_system_score_gemma":0.004440866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05627493,"about_ca_topic_score_gemma":0.000113063,"domain_scores_codex":[0.9900409,0.004120952,0.0006673356,0.001721532,0.001365816,0.002083441],"domain_scores_gemma":[0.990125,0.0004818696,0.001678923,0.005092937,0.0004336919,0.002187569],"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":[0.0007238823,0.001032475,0.0003208587,0.0001857493,0.001869738,0.002525646,0.001258263,0.00006658083,0.03202897,0.0002876371,0.9587676,0.0009326172],"study_design_scores_gemma":[0.00643529,0.0006264006,0.00004395205,0.001151334,0.002465335,0.0001345035,0.0003974481,0.00002556074,0.02979834,0.00006877917,0.9550321,0.003820985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008213246,0.00073224,0.0006063395,0.0001871175,0.001668056,0.001364053,0.0003405357,0.004193823,0.9908257],"genre_scores_gemma":[0.006112946,0.000825122,0.002749095,0.0002111827,0.0008209543,1.147875e-7,0.000682338,0.00146328,0.987135],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05616187,"threshold_uncertainty_score":0.9999065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109388559388358,"score_gpt":0.1867673177596535,"score_spread":0.1756734321657699,"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."}}