{"id":"W6950020387","doi":"10.5281/zenodo.4295722","title":"NBR: Neutralization Based Reclamation","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geodetic Measurements and Engineering Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Land reclamation; Pointer (user interface); Tree (set theory); Hazard; Test (biology)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001254144,0.0002077825,0.0001690433,0.0002495877,0.0002740319,0.0003193364,0.0004617244,0.0001453158,0.02892879],"category_scores_gemma":[0.0001036569,0.0002309403,0.00004452475,0.0003015234,0.00003135922,0.00005016331,0.00009600224,0.0002297762,0.002734598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008204853,"about_ca_system_score_gemma":0.000001605879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007840672,"about_ca_topic_score_gemma":3.366649e-7,"domain_scores_codex":[0.9989625,0.00006789188,0.0001835976,0.0002540211,0.0002948818,0.0002371099],"domain_scores_gemma":[0.9994359,0.000004447317,0.00005380844,0.0003047393,0.00007774658,0.0001233419],"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":[0.000003843297,0.000008347061,1.57093e-7,0.0003363959,0.00004456783,0.000002782673,0.00009020549,0.01061324,0.001145651,0.0005203862,0.9701055,0.01712894],"study_design_scores_gemma":[0.0002422547,0.00003255448,0.0000395932,0.00008994795,0.0000199292,0.000006118237,0.00001067066,0.01423068,0.0002224408,0.0000265301,0.984856,0.0002232513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0000253934,0.0002267417,0.07713467,0.0001747789,0.0004354006,0.0004495463,0.0002596721,0.005602879,0.9156909],"genre_scores_gemma":[0.457581,0.002423592,0.02545555,0.001582457,0.00763049,0.000001413828,0.08878828,0.1958113,0.220726],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6949649,"threshold_uncertainty_score":0.9980419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554459233943547,"score_gpt":0.1995879690848913,"score_spread":0.1740433767454558,"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."}}