{"id":"W7099025083","doi":"","title":"PUB TYPE Reports Descriptive (141)","year":2016,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Reading (process); Class (philosophy); Primary education; Secondary education; Middle class","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001796229,0.001060051,0.0008140521,0.003555422,0.00195054,0.005032621,0.002160208,0.001947024,0.9208708],"category_scores_gemma":[0.009562343,0.0008135747,0.0008738501,0.004665202,0.000471704,0.002722948,0.002408127,0.001686116,0.9036408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002038673,"about_ca_system_score_gemma":0.00352295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01168853,"about_ca_topic_score_gemma":0.009873471,"domain_scores_codex":[0.9982876,0.0001859069,0.0001856991,0.0002481994,0.0008973284,0.0001952815],"domain_scores_gemma":[0.9924562,0.001155976,0.0003000066,0.001357347,0.004092855,0.0006376186],"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":[0.00002299772,0.00002755406,0.0001571239,0.0001425046,0.000001623778,0.00003326121,0.00002527808,0.00001850718,0.00009310144,0.001118161,0.9731978,0.0251621],"study_design_scores_gemma":[0.00001001264,0.00001167946,0.0006745306,0.000128331,0.00000125731,0.00003387631,0.00004904872,0.00001788119,0.00005959783,0.0002714534,0.9987369,0.000005409762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003055268,0.0003046629,0.0006675361,0.001359344,0.003598365,0.000551769,0.07506757,0.001484221,0.9166609],"genre_scores_gemma":[0.001555532,0.0005398121,0.0005262606,0.001051513,0.0005971799,0.0004773875,0.03235906,0.0006712389,0.962222],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07912922,"threshold_uncertainty_score":0.1128681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267161439365479,"score_gpt":0.2124151064516908,"score_spread":0.189743492058036,"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."}}