{"id":"W4244405738","doi":"10.26522/br.v11i2.312","title":"Rural Roots","year":2011,"lang":"en","type":"article","venue":"The Brock Review","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Situated; Ethnography; Scholarship; Identity (music); Narrative; Construct (python library); Space (punctuation); Intersection (aeronautics); Sociology; Visual arts; Aesthetics; Geography; Art; Anthropology; Cartography; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006286926,0.0004084755,0.0003189143,0.001379579,0.003945841,0.003286791,0.001167076,0.0008485698,0.03751153],"category_scores_gemma":[0.0008802216,0.0001487687,0.0001380571,0.003001949,0.001555229,0.0007867917,0.001223662,0.0006920832,0.005645277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01295757,"about_ca_system_score_gemma":0.02167544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7062508,"about_ca_topic_score_gemma":0.8919992,"domain_scores_codex":[0.9994042,0.0000876845,0.00001654988,0.0001098818,0.0002196718,0.0001620042],"domain_scores_gemma":[0.9995397,0.00005335958,0.00003456174,0.0000308439,0.0002544466,0.00008713907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001608588,0.00005039151,0.004018953,0.002857513,0.00003106032,0.001892279,0.01455615,0.0003089961,0.004294864,0.1400414,0.1760365,0.6557511],"study_design_scores_gemma":[0.000004225297,0.00001161141,0.003664914,0.000382357,0.00001000551,0.0002154398,0.003422419,0.00001474428,0.0002695161,0.0007172234,0.9912817,0.000005727244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02038862,0.1412526,0.001482161,0.009657145,0.001157459,0.0001627321,0.001045997,0.0002481223,0.8246051],"genre_scores_gemma":[0.2357059,0.1072686,0.002866143,0.003968702,0.0001907875,0.000100794,0.001063779,0.00009538561,0.64874],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7062508,"threshold_uncertainty_score":0.5909582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08782141252731529,"score_gpt":0.269673229813321,"score_spread":0.1818518172860057,"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."}}