{"id":"W6981041970","doi":"","title":"A design automation tool for construction","year":2008,"lang":"en","type":"other","venue":"NPARC","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[],"category_scores_codex":[0.0001886831,0.00006477899,0.00008956977,0.0000802567,0.000274182,0.00003454994,0.00007254457,0.0001912476,0.005745372],"category_scores_gemma":[0.00008780289,0.00006738446,0.00003393658,0.00007204285,0.0001196798,0.00006677807,0.000004327218,0.00005586648,0.00017366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004950444,"about_ca_system_score_gemma":0.0001771443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003648236,"about_ca_topic_score_gemma":0.001427099,"domain_scores_codex":[0.9994493,0.0001009502,0.00007541042,0.00010677,0.0001297915,0.0001377732],"domain_scores_gemma":[0.9996212,0.0001176683,0.0001207479,0.00008546168,0.000023687,0.0000312434],"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":[0.000003219239,0.000008513866,0.000006058645,0.000009320546,0.00001070483,1.279759e-7,0.003826749,0.000002008281,0.000161385,0.007642082,0.9553209,0.03300892],"study_design_scores_gemma":[0.00008225352,0.00001520156,0.00001990238,0.00002351722,0.00001854276,0.000001870675,0.0001860364,0.0000604424,0.000007262315,0.001467357,0.9980286,0.00008901623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001862359,0.000007806313,0.07183684,0.0006175489,0.0004926759,0.0004956892,0.00002383636,0.0002477469,0.9262592],"genre_scores_gemma":[0.0003453709,0.0006702294,0.1389145,0.0001414335,0.001430516,0.00009131523,0.00001948155,0.00008563621,0.8583015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06795771,"threshold_uncertainty_score":0.9951635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07093662158032885,"score_gpt":0.3625565009933022,"score_spread":0.2916198794129733,"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."}}