{"id":"W4393738268","doi":"10.5281/zenodo.10217128","title":"Guild Park & Gardens - Wall Structure","year":2021,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Historical Architecture and Urbanism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guild; Geography; Forestry; Ecology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003201127,0.003102804,0.001296138,0.003268257,0.0009314714,0.002291826,0.002154021,0.001469186,0.08015891],"category_scores_gemma":[0.001003619,0.000738055,0.001017919,0.004877422,0.000417279,0.001190528,0.001869123,0.001679528,0.1159797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001940262,"about_ca_system_score_gemma":0.001878802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1374419,"about_ca_topic_score_gemma":0.3822605,"domain_scores_codex":[0.9994965,0.00004251121,0.00002400059,0.0001584977,0.0001470709,0.0001314934],"domain_scores_gemma":[0.9994485,0.00004713636,0.00004630567,0.0001603178,0.0001778492,0.0001198699],"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":[0.00004172997,0.00001628814,0.0004800096,0.0002300934,0.00001081984,0.00003316363,0.00003451048,0.0001221832,0.0001354696,0.0002110049,0.9947863,0.003898437],"study_design_scores_gemma":[0.00006295351,0.00001230654,0.007683749,0.0002268923,0.00001469249,0.0001206023,0.0002495111,0.0005413005,0.0006205803,0.0004126642,0.9900288,0.00002604407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005335633,0.0001730272,0.00018348,0.0000589816,0.00006081745,0.00003221951,0.9937968,0.001113959,0.004047116],"genre_scores_gemma":[0.0008361969,0.0001045739,0.0005237107,0.00001589686,0.000007870209,0.00003509661,0.9961054,0.0001287387,0.002242596],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1374419,"threshold_uncertainty_score":0.2732838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03096164109833326,"score_gpt":0.2119643174073755,"score_spread":0.1810026763090423,"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."}}