{"id":"W4232739489","doi":"10.32920/ryerson.14657382","title":"In my back yard","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Victoria","funders":"","keywords":"Yard; Mount; Neighbourhood (mathematics); Context (archaeology); Acre; Geography; Work (physics); Wildlife; Visual arts; Sociology; Archaeology; Cartography; History; Art; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001035797,0.0001762721,0.0003007858,0.00009263628,0.0001294431,0.0001100147,0.0001879798,0.0001485726,0.03484659],"category_scores_gemma":[0.0000100644,0.0001632168,0.0001710265,0.00001136303,0.0001948379,0.00004942696,0.0002062173,0.0005273122,0.0003531684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000100858,"about_ca_system_score_gemma":0.0001720716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002678182,"about_ca_topic_score_gemma":0.02850879,"domain_scores_codex":[0.9990916,0.00008427581,0.0002111854,0.0002888179,0.0001415971,0.0001825105],"domain_scores_gemma":[0.9995686,0.00003790664,0.00005468231,0.0002452022,0.00005015211,0.00004347607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001672153,0.0001339729,0.00005043138,0.0003231318,0.00007501835,0.00009382908,0.5583579,0.00004933273,0.00001040971,0.2659099,0.1721577,0.002821714],"study_design_scores_gemma":[0.0001080548,0.00001094197,0.00004956053,0.00005900268,0.00001075396,4.443584e-7,0.004992707,0.00001232291,0.00001274965,0.01438511,0.9800897,0.0002686832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01451606,0.001026839,0.0001356485,0.0003716763,0.002690799,0.0001819176,0.00001517317,0.00005392172,0.981008],"genre_scores_gemma":[0.3395498,0.0001764044,0.0006102738,0.002607673,0.002995564,0.00003992351,0.00008357247,0.00004901207,0.6538878],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.807932,"threshold_uncertainty_score":0.9892184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0480444851471908,"score_gpt":0.2372721368898995,"score_spread":0.1892276517427087,"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."}}