{"id":"W7084134828","doi":"10.6084/m9.figshare.30155401.v5","title":"Durable Concrete Foundations Supporting Lethbridge Homeowners by K & M Hall Concrete Ltd.","year":2025,"lang":"en","type":"dataset","venue":"Figshare","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Test (biology); Reinforced concrete; Test site","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":[0.0002218137,0.000470877,0.0006241561,0.0001979415,0.0003447633,0.0002431939,0.0004767159,0.0005203711,0.1815439],"category_scores_gemma":[0.008221439,0.0004899481,0.0002228853,0.0003117045,0.00001786961,0.0002244957,0.0002077559,0.0005938546,0.001504079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001822556,"about_ca_system_score_gemma":0.0003293085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000229355,"about_ca_topic_score_gemma":0.0001332965,"domain_scores_codex":[0.9974734,0.0001217449,0.000915496,0.0005411357,0.0004541595,0.0004940591],"domain_scores_gemma":[0.9964303,0.001104623,0.001010971,0.0009353408,0.0003680514,0.0001507229],"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":[0.000005206493,0.00000304596,0.000002247666,0.001470278,0.00006748012,0.000005998887,0.00002784774,0.000004127292,0.00001067861,0.00008363812,0.9982322,0.00008723511],"study_design_scores_gemma":[0.0003278903,0.00001446084,0.000009309287,0.002109875,0.0001247884,0.000009592087,0.00001005393,0.0002099422,0.00002466875,0.000290578,0.9963581,0.0005107716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001140441,0.0001291103,0.00002616181,0.0003289192,0.0002582426,0.0006991667,0.9965903,0.0001753361,0.001781383],"genre_scores_gemma":[0.00002411345,0.00001883804,0.0007822908,0.0003939607,0.0002123723,0.0002797701,0.9912676,0.00003681343,0.006984239],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1800398,"threshold_uncertainty_score":0.9997552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08178546364961264,"score_gpt":0.3685720963474421,"score_spread":0.2867866326978294,"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."}}