{"id":"W2313116759","doi":"10.1111/soru.12057","title":"Deconstructing Community","year":2014,"lang":"en","type":"article","venue":"Sociologia Ruralis","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Solidarity; Sociology; Diversity (politics); Epistemology; Identity (music); Vulnerability (computing); Social science; Political science; Aesthetics; Anthropology; Computer science; Law; Politics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009091181,0.0001087511,0.0001538327,0.000004537233,0.0006684001,0.00003688229,0.0002870719,0.0001178883,0.0003126465],"category_scores_gemma":[0.000446545,0.00003760285,0.00008443972,0.0001241991,0.0001805089,0.0001008055,0.0001127346,0.0002763188,0.00005036062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004218744,"about_ca_system_score_gemma":0.000005129647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005790953,"about_ca_topic_score_gemma":0.0002011099,"domain_scores_codex":[0.99881,0.0005253014,0.0001703885,0.0001326455,0.000084011,0.0002776549],"domain_scores_gemma":[0.9991016,0.0006424555,0.00006150533,0.00006736804,0.00006519301,0.00006187356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001129464,0.00004521629,0.7482912,0.00001168388,0.00001566482,7.419399e-7,0.0007260427,0.000001000153,0.02320687,0.00667042,0.004346197,0.2166737],"study_design_scores_gemma":[0.00008730765,0.0000977333,0.9436731,0.00000484063,0.000003793337,0.000003388412,0.004797336,0.00001813705,0.0009236325,0.04048463,0.009707537,0.0001985963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914598,0.00001572694,0.000003586282,0.002298648,0.0001205008,0.00008920188,0.000004958268,0.0001546124,0.005852941],"genre_scores_gemma":[0.9988897,0.000005410804,0.0001993943,0.0004823703,0.0001166264,0.000008582418,0.00005902753,4.292476e-7,0.000238476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2164751,"threshold_uncertainty_score":0.5140861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096805148485561,"score_gpt":0.2274323767285733,"score_spread":0.2064643252437177,"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."}}