{"id":"W1761485992","doi":"10.1520/stp48448s","title":"Performance Concept in Building","year":2009,"lang":"en","type":"book-chapter","venue":"ASTM International eBooks","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001222745,0.0002426602,0.0002181101,0.0002497306,0.00003145624,0.00003360913,0.0003926911,0.000188603,0.005441316],"category_scores_gemma":[0.000004606102,0.0002603885,0.0001037085,0.000006964842,0.00007127367,0.00003149575,0.0001061458,0.0003748668,0.0006471236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001666761,"about_ca_system_score_gemma":0.00001992685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004769362,"about_ca_topic_score_gemma":0.00001758312,"domain_scores_codex":[0.9987516,0.00001027321,0.0003530651,0.0003694115,0.00028808,0.0002275435],"domain_scores_gemma":[0.9994773,0.00004294651,0.0001347803,0.000256569,0.00004789614,0.0000405607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005568456,0.00001282094,0.00006455577,0.000006575065,0.0001160321,0.00006129188,0.0005247234,0.00005978683,0.000002104435,0.7345338,0.010187,0.2543756],"study_design_scores_gemma":[0.0005100659,0.00008359906,0.0008500287,0.0002362787,0.00001250994,0.00001091491,0.00007293266,0.0001099042,0.000006252129,0.007056735,0.9907697,0.0002810972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009376464,0.0001254883,0.00004475037,0.0003906967,0.001795253,0.0002101879,0.00003280522,0.00004697902,0.9964162],"genre_scores_gemma":[0.09550964,0.00001229823,0.0001199127,0.0007461557,0.0003435564,0.00002012369,0.00003988988,0.00002742866,0.903181],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9805827,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851168801560963,"score_gpt":0.2726162382261894,"score_spread":0.2541045502105797,"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."}}