{"id":"W4255964485","doi":"10.2307/j.ctv15wxr5j.24","title":"Implementing Collection Life Cycle Management","year":2016,"lang":"en","type":"book-chapter","venue":"Purdue University Press eBooks","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada); University of Waterloo","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.02902453,0.001033068,0.0005250178,0.003666261,0.003755505,0.01198752,0.004852708,0.0018788,0.01147241],"category_scores_gemma":[0.02796054,0.0009435096,0.0008041108,0.003289291,0.002593087,0.01134483,0.007236,0.003441841,0.005533317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007459715,"about_ca_system_score_gemma":0.02248642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007812558,"about_ca_topic_score_gemma":0.009018643,"domain_scores_codex":[0.9828614,0.006299758,0.001180519,0.0015538,0.007006787,0.001097706],"domain_scores_gemma":[0.9739971,0.006551893,0.001453982,0.005339267,0.01125054,0.001407252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006333362,0.0004067673,0.003046586,0.0007054337,0.00003429781,0.0001897205,0.009373497,0.004883934,0.002771289,0.1112667,0.06557534,0.8016832],"study_design_scores_gemma":[0.00002540771,0.0001388511,0.002330898,0.001220693,0.00002569941,0.0002682774,0.006903261,0.006556554,0.007141987,0.05123907,0.9240331,0.0001161566],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01976012,0.002644958,0.6644232,0.01181037,0.001129059,0.004375253,0.0005033362,0.007627175,0.2877265],"genre_scores_gemma":[0.1444258,0.002657388,0.7101785,0.002593018,0.0002531935,0.002715413,0.001500752,0.00207828,0.1335976],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02902453,"threshold_uncertainty_score":0.1534982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009497029659596824,"score_gpt":0.1680559372822873,"score_spread":0.1585589076226905,"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."}}