{"id":"W7117465016","doi":"10.2139/ssrn.5840122","title":"CASE 7055: ELISA LAM","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Construction Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Impossibility; Narrative; The Internet; Architecture; Folklore; Speculation; Drone","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":[0.001090311,0.0008525468,0.0005614514,0.001652391,0.005785173,0.002499587,0.001612951,0.006191097,0.1129774],"category_scores_gemma":[0.006895494,0.0004013456,0.0009079878,0.0009858048,0.001935306,0.002111023,0.002516788,0.004550652,0.01535856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002688869,"about_ca_system_score_gemma":0.002879713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01513114,"about_ca_topic_score_gemma":0.01421217,"domain_scores_codex":[0.9982951,0.0002174718,0.00006647693,0.0002357365,0.0003281741,0.0008568738],"domain_scores_gemma":[0.9987069,0.0003769881,0.0001299187,0.0001280004,0.0003200778,0.0003381011],"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":[0.0006671197,0.0004482167,0.008589494,0.0002465853,0.00008358651,0.09387948,0.002838811,0.0007684872,0.001305835,0.2703891,0.5764658,0.04431761],"study_design_scores_gemma":[0.00008820848,0.0001399439,0.004828356,0.0001437142,0.00008677487,0.04702007,0.003662846,0.001182606,0.002460113,0.06777188,0.8725603,0.00005519325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0929836,0.001435458,0.003196168,0.08597787,0.003040128,0.0002424356,0.001547172,0.0002561678,0.8113209],"genre_scores_gemma":[0.4309714,0.001261198,0.00165913,0.01728018,0.00152965,0.0001975847,0.0007312354,0.0001207426,0.546249],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8870226,"threshold_uncertainty_score":0.3779472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005880390197501001,"score_gpt":0.2139580766748053,"score_spread":0.2080776864773043,"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."}}