{"id":"W3198867088","doi":"10.11575/prism/33105","title":"Sustainable Building Advancements for Alberta","year":2018,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Calgary","keywords":"Business; Computer science; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0009310055,0.0004500991,0.0001304178,0.0008125238,0.002674756,0.002481933,0.0007488932,0.001209896,0.03145651],"category_scores_gemma":[0.0007475117,0.0001519795,0.0002294376,0.001098488,0.0006530729,0.0005560338,0.002275286,0.001505948,0.003500132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01568843,"about_ca_system_score_gemma":0.0477417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5933233,"about_ca_topic_score_gemma":0.8626708,"domain_scores_codex":[0.9993373,0.00003359205,0.00001049037,0.00003296542,0.0004186521,0.0001671088],"domain_scores_gemma":[0.9993642,0.00002668911,0.00001206258,0.0000309176,0.0002408781,0.0003252622],"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":[0.00003895655,0.00005741061,0.001403169,0.0001772565,0.000005852062,0.0003643589,0.0004342595,0.00160138,0.001084829,0.126177,0.6005976,0.268058],"study_design_scores_gemma":[0.000001778426,0.000006290337,0.001311286,0.00004971847,0.000001026398,0.00003991545,0.0001639167,0.0001692921,0.0001229261,0.002086309,0.9960443,0.000003305424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0107846,0.02605102,0.002027544,0.05126454,0.004010034,0.00008874168,0.001766324,0.0005119963,0.9034951],"genre_scores_gemma":[0.07399677,0.01685925,0.00570002,0.001953912,0.0002749793,0.00003822761,0.001760407,0.0001007033,0.8993157],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4066767,"threshold_uncertainty_score":0.8181433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007133496996747932,"score_gpt":0.2111312342770427,"score_spread":0.2039977372802947,"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."}}