{"id":"W4393819955","doi":"10.5281/zenodo.10333303","title":"Guild Park & Gardens : Column Debris","year":2021,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Construction Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guild; Debris; Column (typography); Forestry; Geography; Archaeology; Ecology; Mathematics; Biology; Meteorology; Habitat; Geometry","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":[0.000289237,0.003076066,0.001344127,0.003155987,0.001027681,0.002064294,0.002089294,0.00163049,0.08853041],"category_scores_gemma":[0.001025691,0.000784897,0.00112763,0.005399456,0.0004260689,0.001190468,0.001904666,0.001553427,0.1215019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001700196,"about_ca_system_score_gemma":0.001696276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1264661,"about_ca_topic_score_gemma":0.3548543,"domain_scores_codex":[0.999548,0.00003625478,0.00002297581,0.0001353043,0.0001332988,0.0001241048],"domain_scores_gemma":[0.9993901,0.00005693147,0.00005109591,0.0001762445,0.0002026131,0.0001229231],"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":[0.00004525332,0.0000134479,0.0004278078,0.0002603791,0.0000116941,0.00003323533,0.00003591952,0.0001023209,0.0001382754,0.0001095186,0.9951333,0.003688783],"study_design_scores_gemma":[0.00006532329,0.00001486953,0.008926563,0.0002996847,0.00001802464,0.0001493573,0.0003382996,0.0004604825,0.0006538989,0.0003851104,0.9886551,0.0000333938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004561908,0.0001845913,0.0001557363,0.00006268506,0.00006785394,0.00002916942,0.9944536,0.001431008,0.003159179],"genre_scores_gemma":[0.00106142,0.0001424836,0.0005412168,0.00002385457,0.00001148505,0.00004010898,0.9957678,0.0002193096,0.002192352],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8735339,"threshold_uncertainty_score":0.2961637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553709387938046,"score_gpt":0.2009728291139731,"score_spread":0.1854357352345927,"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."}}