{"id":"W3202085614","doi":"","title":"LibGuides: Environmental Design: Canadian/Manitoba Architecture","year":2011,"lang":"en","type":"libguides","venue":"","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Architecture; Geography; Environmental planning; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001910384,0.001005486,0.0006974437,0.0006873058,0.0002190468,0.0001013124,0.0009172161,0.001000905,0.002868754],"category_scores_gemma":[0.00002604658,0.0009323989,0.0002951167,0.0001135759,0.0001542513,0.0001003795,0.00009748495,0.001415802,0.001227134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005542295,"about_ca_system_score_gemma":0.0002836393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04355932,"about_ca_topic_score_gemma":0.1659649,"domain_scores_codex":[0.9971474,0.0001113624,0.000537949,0.0006377444,0.0004146317,0.001150961],"domain_scores_gemma":[0.998134,0.0001555518,0.00006848799,0.0008742725,0.00001416391,0.0007535471],"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":[0.00001715314,0.00002829328,0.00004819743,0.0002501461,0.0003793311,0.0002189184,0.001471679,0.01647874,0.0001422838,0.00005088814,0.9551938,0.02572057],"study_design_scores_gemma":[0.0003444004,0.0001460529,0.0002826571,0.0001515707,0.0001926577,0.000172855,0.0001810575,0.002783913,0.001437206,0.006863468,0.9853603,0.002083881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005486243,0.01856283,0.3730516,0.0001110432,0.005065235,0.002080801,0.001315988,0.002742911,0.596521],"genre_scores_gemma":[0.4323917,0.02394762,0.2685344,0.0138925,0.02530321,0.00149485,0.00763641,0.007184739,0.2196146],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4318431,"threshold_uncertainty_score":0.9995505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572723834090077,"score_gpt":0.1958500752799661,"score_spread":0.1701228369390653,"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."}}