{"id":"W6950324759","doi":"10.5281/zenodo.4663499","title":"chuajiang/publish_data: v2.11","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wildlife Habitat Canada (Canada)","funders":"","keywords":"Identification (biology); Work (physics); 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003621483,0.0001991172,0.0001682724,0.0002425035,0.0007147434,0.0005569148,0.001139328,0.0001451536,0.3271599],"category_scores_gemma":[0.0002548108,0.0002091189,0.00006293152,0.0006211867,0.0002415696,0.0003057155,0.0008331641,0.0002601507,0.1359278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002458869,"about_ca_system_score_gemma":0.000001524168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002443551,"about_ca_topic_score_gemma":0.00004418287,"domain_scores_codex":[0.9982487,0.0001697852,0.0001715371,0.0005640376,0.0004914029,0.0003545342],"domain_scores_gemma":[0.9991429,0.00001498167,0.00008258779,0.0005331739,0.0000424414,0.0001839035],"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":[0.000004761037,0.00004986534,0.000007216985,0.00001615931,0.00002747739,0.0000153711,0.0001176925,0.000003609413,0.0001117023,0.0009112071,0.9419288,0.05680615],"study_design_scores_gemma":[0.0003019886,0.00004619834,0.001230381,0.00003109323,0.00001485118,0.00001863745,0.00005213188,0.00003493571,0.00003380886,0.00002496366,0.9979837,0.0002273077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005327079,0.00002820105,0.001392774,0.0005653199,0.0002174619,0.000409163,0.0007870705,0.002710745,0.993836],"genre_scores_gemma":[0.006794356,0.0003314182,0.0001507763,0.0003058246,0.0003557946,1.402227e-7,0.00460479,0.02125856,0.9661983],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1912321,"threshold_uncertainty_score":0.864745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02606495817757541,"score_gpt":0.2302913359863372,"score_spread":0.2042263778087618,"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."}}