{"id":"W7002530776","doi":"","title":"Niagara Escarpment Hilton Falls Snowmelt, Campbellville ON Canada","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Escarpment; George (robot); Dolostone; Mile; Hydrology (agriculture); Hectare","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002258843,0.0004800984,0.000633375,0.0001300676,0.00008377406,0.0001545133,0.001448037,0.0002894295,0.170911],"category_scores_gemma":[0.0001014539,0.0004691587,0.0001761489,0.00002918961,0.00005910078,3.824536e-7,0.0003969554,0.0003305085,0.003295513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002574069,"about_ca_system_score_gemma":0.0003504279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5487686,"about_ca_topic_score_gemma":0.6490964,"domain_scores_codex":[0.9970241,0.0001199598,0.0007713579,0.0004799088,0.001150562,0.000454063],"domain_scores_gemma":[0.9973564,0.0001260216,0.0007380746,0.001377935,0.0001877429,0.0002138879],"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":[0.000008305248,0.00004567457,0.00000142706,0.0002035044,0.0001336336,0.0000999701,0.0000598202,0.0004906259,1.915277e-7,0.0001721295,0.9961498,0.002634908],"study_design_scores_gemma":[0.0003227498,0.00007539983,0.000005730801,0.0003250078,0.00003875978,0.00004120965,0.00003631831,0.0001381725,0.00003129977,0.000003439919,0.9985163,0.0004655867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009765366,0.0004619888,0.00001395809,0.0003985457,0.0006354346,0.0003236562,0.0001775305,0.0001406591,0.9978384],"genre_scores_gemma":[0.0002334003,0.0002155696,0.003043454,0.001316274,0.0001283248,0.00001723765,0.0004760356,0.00008650783,0.9944832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1676154,"threshold_uncertainty_score":0.999776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005213799879725795,"score_gpt":0.1760656172415051,"score_spread":0.1708518173617793,"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."}}