{"id":"W6892470525","doi":"10.5203/ggqh-qe24","title":"Canvec 5M Hydro","year":2019,"lang":"en","type":"dataset","venue":"UMANCEOS","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Work (physics); Natural (archaeology); Process (computing); Context (archaeology)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002047048,0.0005183384,0.0006333927,0.0002809536,0.00007557268,0.00007038737,0.001132643,0.0004572648,0.006445538],"category_scores_gemma":[0.0000844612,0.0005183653,0.0001575723,0.0002558164,0.0001024303,0.0001197148,0.0002588158,0.0007850695,0.5140949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003686685,"about_ca_system_score_gemma":0.0002842321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001802798,"about_ca_topic_score_gemma":0.001812625,"domain_scores_codex":[0.9975511,0.00007125887,0.0003462586,0.0007462137,0.0006572909,0.0006278395],"domain_scores_gemma":[0.9970437,0.00005644356,0.0003594215,0.002332797,0.0000691063,0.0001385741],"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":[0.00002128439,0.00005281599,0.00001416678,0.000191353,0.00007227562,0.00005399555,0.00001323678,0.00002274302,0.00003222957,0.000004639777,0.9994588,0.00006245696],"study_design_scores_gemma":[0.0004215357,0.00004710608,0.00008666491,0.000169992,0.0001096889,0.00001479359,0.000003916155,0.00002670963,0.00003206568,0.00002863502,0.9984427,0.00061621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001157657,0.00056239,3.993719e-7,0.00001903573,0.001738677,0.0005776054,0.9951888,0.0001287438,0.001668618],"genre_scores_gemma":[0.00004827884,0.000111398,0.00001995047,0.0003292053,0.0008623168,0.00008310636,0.993486,0.0001607615,0.004898908],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5076494,"threshold_uncertainty_score":0.9997268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02644781887012506,"score_gpt":0.2905678299248444,"score_spread":0.2641200110547193,"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."}}