{"id":"W4394027792","doi":"10.5281/zenodo.10333302","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; Environmental science; Ecology; Biology; Engineering; Meteorology; Habitat","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002702974,0.0002698233,0.0002809456,0.0002384148,0.0008582653,0.0006217035,0.0008626768,0.000208789,0.03309432],"category_scores_gemma":[0.0003368779,0.0003392827,0.0001055323,0.000425426,0.00008288922,0.00006456909,0.0006419976,0.0006850254,0.008553808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000224816,"about_ca_system_score_gemma":0.00000494195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001255927,"about_ca_topic_score_gemma":0.000001660349,"domain_scores_codex":[0.9983802,0.0001241115,0.0003256366,0.0003994899,0.0003503302,0.0004201792],"domain_scores_gemma":[0.9985716,0.00002296437,0.00005264161,0.0008178181,0.0003219001,0.0002131097],"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":[0.000004903769,0.00002333837,6.308814e-8,0.0002007412,0.00009927703,0.00003913143,0.00004414547,0.002007775,0.00007860441,0.0000128308,0.9868658,0.01062338],"study_design_scores_gemma":[0.0002104474,0.00003264179,0.00002673752,0.00007746638,0.0000384134,0.0002803012,0.00005965669,0.0006766975,0.000033386,0.000006791611,0.9982169,0.0003405797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009010388,0.0004156826,0.001106599,0.00009266672,0.0008235854,0.0002394629,0.9696724,0.001986796,0.02557264],"genre_scores_gemma":[0.0006819502,0.001024448,0.0001560774,0.00003775821,0.0003886258,5.851295e-8,0.9954197,0.001572614,0.0007187145],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02574729,"threshold_uncertainty_score":0.9999059,"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."}}