{"id":"W7071384651","doi":"","title":"Seminars cover changes to 2005 National Construction Codes","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Mathematics Education and Programs","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Research council","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.005713506,0.0005856717,0.0004967937,0.001472572,0.00349097,0.003168847,0.001773975,0.003956388,0.1401301],"category_scores_gemma":[0.01201291,0.0004276274,0.0006638175,0.0009932029,0.001201622,0.001508149,0.0024578,0.004039401,0.05465533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01120205,"about_ca_system_score_gemma":0.01289221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04818413,"about_ca_topic_score_gemma":0.09994704,"domain_scores_codex":[0.9943529,0.0003844443,0.0002272721,0.0004280373,0.003407609,0.001199753],"domain_scores_gemma":[0.9925938,0.0007580437,0.0003906444,0.0005405418,0.003831042,0.001885969],"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":[0.00004263409,0.00008033603,0.0003512533,0.00005665741,0.000001886575,0.00005182652,0.0004953463,0.0001589466,0.0004941896,0.01525933,0.9551376,0.02787013],"study_design_scores_gemma":[0.000004512269,0.00001315944,0.00157911,0.0000356804,6.961621e-7,0.00001252486,0.0001997002,0.00004778155,0.0001307886,0.0003732183,0.9975956,0.000007208282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01225982,0.001393794,0.005550463,0.03695519,0.03887395,0.0006805004,0.006147829,0.002914208,0.8952243],"genre_scores_gemma":[0.03022046,0.0005104048,0.004497194,0.01001263,0.001764547,0.0005143218,0.00391538,0.0005097283,0.9480554],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1401301,"threshold_uncertainty_score":0.4687818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05342092027668016,"score_gpt":0.3458762095905676,"score_spread":0.2924552893138875,"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."}}