{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003281941,0.002432765,0.002956543,0.008730107,0.002434996,0.008854102,0.004605946,0.002410862,0.7736864],"category_scores_gemma":[0.02075276,0.001514789,0.002170464,0.01480691,0.001036601,0.002908563,0.00434517,0.002573515,0.7311025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002231197,"about_ca_system_score_gemma":0.008880513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02027339,"about_ca_topic_score_gemma":0.01818934,"domain_scores_codex":[0.9964222,0.0003357211,0.0005834973,0.0004251098,0.001481763,0.0007517312],"domain_scores_gemma":[0.9887683,0.001630129,0.0006768006,0.003609522,0.003786486,0.001528853],"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":[0.0001213233,0.00001311013,0.0002082289,0.0007402539,0.00002464458,0.00002926784,0.00002528255,0.00006475526,0.0001295125,0.0006533631,0.9897587,0.008231557],"study_design_scores_gemma":[0.00008149169,0.000009345362,0.0006200912,0.000180664,0.00001802667,0.00002245128,0.00002943105,0.00006667161,0.0004197994,0.0008642491,0.9976624,0.00002537239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.0001388978,0.0002504583,0.0004369909,0.0009006138,0.000817801,0.000153839,0.957073,0.004646814,0.03558157],"genre_scores_gemma":[0.002341505,0.0006262331,0.001312325,0.0005400114,0.0002304613,0.0007894415,0.9222135,0.00580231,0.06614418],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.7736864,"threshold_uncertainty_score":0.3228089,"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."}}