{"id":"W6983754029","doi":"","title":"New Whole-House Solutions Case Study: Meeting DOE Challenge Home Program Certification - Chicago, IL; Denver, CO; Devens, MA","year":2015,"lang":"en","type":"other","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Male Breast Health Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Certification; Corporation; Test (biology); Product certification; Production (economics)","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"],"consensus_categories":[],"category_scores_codex":[0.0009427075,0.0004109317,0.0008231748,0.0007288763,0.0003077131,0.00007376896,0.00023432,0.0003626136,0.0001664434],"category_scores_gemma":[0.0001941711,0.0003586313,0.0001198718,0.0006504922,0.0005864927,0.0002960234,0.0002494276,0.0002692197,0.00006717717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001359992,"about_ca_system_score_gemma":0.0006461957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007803818,"about_ca_topic_score_gemma":0.001265755,"domain_scores_codex":[0.9966583,0.00007039154,0.001267807,0.000475289,0.001047092,0.0004810731],"domain_scores_gemma":[0.9970876,0.00007854453,0.001068752,0.0007659518,0.0005393923,0.0004597767],"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":[0.0004046613,0.003102336,0.001147287,0.001979447,0.000604659,0.0001234627,0.0001598007,0.00001572511,0.00004947955,0.002942881,0.9421307,0.04733957],"study_design_scores_gemma":[0.002106701,0.001242741,0.004822914,0.0006677973,0.000478463,0.0005936982,0.0002412343,0.0000170813,0.00002754253,0.00004494726,0.989333,0.0004238332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03374195,0.008520016,0.00200259,0.004079479,0.002138939,0.01061856,0.002461097,0.003209703,0.9332277],"genre_scores_gemma":[0.9338061,0.0006134764,0.01606672,0.0001313458,0.0003270218,0.0006039114,0.006685231,0.0002825939,0.0414836],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9000642,"threshold_uncertainty_score":0.9998866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04021642611808019,"score_gpt":0.3022916695033833,"score_spread":0.2620752433853031,"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."}}