{"id":"W6892555711","doi":"10.5281/zenodo.10436858","title":"Eastern Canada's Unified Heritage Building Database (EC-UHBD)","year":2023,"lang":"fr","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Focus (optics); Cultural heritage; Work (physics); Database design","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008681072,0.0004964502,0.0004345784,0.0003905904,0.002092151,0.001097468,0.001699625,0.0002630569,0.004711359],"category_scores_gemma":[0.001155031,0.0005914932,0.0001076201,0.001006635,0.000248006,0.0002226355,0.002355728,0.001063813,0.03180772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009434141,"about_ca_system_score_gemma":0.00004818037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02913378,"about_ca_topic_score_gemma":0.003253217,"domain_scores_codex":[0.9963166,0.0004288401,0.0007010126,0.0007952005,0.0008436054,0.0009147091],"domain_scores_gemma":[0.9972083,0.0001376108,0.0001941671,0.001294383,0.0006442196,0.0005213285],"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":[0.00002130776,0.00009594081,8.687391e-7,0.001112746,0.000145373,0.0002136247,0.0002563829,0.009624097,0.0009298738,0.00203497,0.9762508,0.009314051],"study_design_scores_gemma":[0.0004757791,0.0001488792,0.0001055995,0.0003630535,0.00006686211,0.00009280146,0.0004129655,0.00862008,0.00007537501,0.00007267604,0.9889639,0.0006020272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001404167,0.0005232654,0.004738749,0.002340176,0.002450055,0.001088582,0.9799392,0.001414237,0.006101596],"genre_scores_gemma":[0.004100581,0.0007854305,0.001552792,0.0001419161,0.0005891296,1.562686e-7,0.9846748,0.004817099,0.003338133],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02709636,"threshold_uncertainty_score":0.9999395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651095493121564,"score_gpt":0.2327490512996787,"score_spread":0.206238096368463,"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."}}