{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005904291,0.00005303452,0.00008286539,0.000007596525,0.0002016677,0.00001420271,0.0001253808,0.00000489283,0.0173896],"category_scores_gemma":[0.000009491841,0.0000277772,0.00003935563,0.00001329434,0.00003829421,0.00004690782,0.000025791,0.00003731214,0.003681721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006594356,"about_ca_system_score_gemma":0.00002008267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002357727,"about_ca_topic_score_gemma":0.00006816712,"domain_scores_codex":[0.9996649,0.00002578367,0.0001220716,0.00004380152,0.00006174306,0.00008171959],"domain_scores_gemma":[0.9997495,0.000009656124,0.00003756428,0.0001448089,0.00003318966,0.00002532583],"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":[0.000001632533,0.00003376351,0.00005245489,0.0002484865,0.00001441826,2.668201e-7,0.01985632,5.197819e-9,7.672978e-7,0.1816908,0.7698027,0.02829836],"study_design_scores_gemma":[0.00002053792,0.000005822462,0.0005078714,0.0003338493,0.00001353155,0.000002364229,0.0006969023,9.215815e-8,0.000004634109,0.001930665,0.9964333,0.00005048658],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001253379,0.07314157,0.000007634833,0.002042676,0.000593868,0.000287693,0.00000125932,0.00006257009,0.9226093],"genre_scores_gemma":[0.1828514,0.05562324,0.000193727,0.04515279,0.0009279475,0.0001741543,0.00001575956,0.00003168739,0.7150292],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2266305,"threshold_uncertainty_score":0.997094,"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."}}