{"id":"W7021073977","doi":"","title":"2005 National Construction Codes now available","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Code (set theory); Table (database); Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002183485,0.00005522603,0.00007162418,0.00008544551,0.00009634397,0.0001087561,0.0002189787,0.00002442854,0.00277169],"category_scores_gemma":[0.00001203115,0.00005271233,0.00004182558,0.00016292,0.00002544398,0.0003762033,0.00005101671,0.00004553738,0.001750861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003889097,"about_ca_system_score_gemma":0.00005032251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.857682e-7,"about_ca_topic_score_gemma":0.000006916456,"domain_scores_codex":[0.9992446,0.00001777939,0.0001278089,0.0001815793,0.0002891904,0.0001390445],"domain_scores_gemma":[0.9996789,0.00002915758,0.00005137487,0.0001216147,0.00007555317,0.00004338571],"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":[0.000003235881,0.00007287724,0.003111154,0.000003334784,0.00005471856,0.000001275279,0.00014975,0.000614148,0.01493838,0.2824047,0.6311571,0.06748932],"study_design_scores_gemma":[0.0003017807,0.0000126427,0.0004159241,0.000009441177,0.00000619432,0.00001444932,0.00001844539,0.4172763,0.01275566,0.00541808,0.5636108,0.0001602773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01390313,0.0002158725,0.2946174,0.01218406,0.0007010775,0.0001112724,0.000004559129,0.0002708633,0.6779917],"genre_scores_gemma":[0.3300269,0.00006164532,0.6509462,0.0008700924,0.000555997,0.000007692756,0.00001184831,0.000006239398,0.01751338],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6604784,"threshold_uncertainty_score":0.9990264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163982565034608,"score_gpt":0.2547408650856882,"score_spread":0.2331010394353421,"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."}}