{"id":"W4235699172","doi":"10.32920/ryerson.14648016.v1","title":"Keele Street Avenue Study","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Space (punctuation); Unit (ring theory); Agrarian society; Environmental planning; Geography; Transport engineering; Engineering; Archaeology; Computer science; Psychology; Agriculture","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003831979,0.0003286491,0.0002425333,0.0010383,0.005485779,0.004495603,0.0007070444,0.001130722,0.2067565],"category_scores_gemma":[0.00161203,0.000317401,0.0001946804,0.002238165,0.0008653451,0.002752675,0.003567181,0.001716289,0.03756019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003423182,"about_ca_system_score_gemma":0.005598273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06176772,"about_ca_topic_score_gemma":0.2378304,"domain_scores_codex":[0.9993852,0.0001002141,0.00002209792,0.0001254886,0.0001400337,0.0002270358],"domain_scores_gemma":[0.9991246,0.0001387549,0.00007153751,0.00006436734,0.0002142787,0.0003864156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001720832,0.0002681921,0.02781423,0.0005760937,0.0000108931,0.002659185,0.03014614,0.00008726079,0.0004100827,0.05315267,0.7803977,0.1043056],"study_design_scores_gemma":[0.000004276278,0.00001934004,0.01687379,0.0002244839,0.000001727568,0.0002723098,0.01548272,0.00001119011,0.00005141461,0.0006155947,0.9664341,0.000009122369],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0542957,0.004506171,0.0001799634,0.008296143,0.0007267217,0.0002245918,0.008102294,0.00006062472,0.9236078],"genre_scores_gemma":[0.1063571,0.005385501,0.0002238302,0.002500162,0.0001651195,0.0003729375,0.002874746,0.00008784013,0.8820329],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2067565,"threshold_uncertainty_score":0.6916693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065283171061197,"score_gpt":0.2210384624633994,"score_spread":0.2003856307527875,"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."}}