{"id":"W4229597084","doi":"10.36019/9780813549743","title":"Contesting Community","year":2019,"lang":"en","type":"book","venue":"Rutgers University Press eBooks","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008456293,0.0001722652,0.0002589897,0.0000939367,0.00245948,0.0001083747,0.0007241715,0.0004439821,0.0002670902],"category_scores_gemma":[0.0003380578,0.0002379421,0.0001414344,0.00004104924,0.0004587198,0.0001555218,0.0001492739,0.00118435,0.0001450218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007136625,"about_ca_system_score_gemma":0.001731862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005618939,"about_ca_topic_score_gemma":0.00006295805,"domain_scores_codex":[0.9977763,0.001276972,0.0001175393,0.000191909,0.000350336,0.0002869133],"domain_scores_gemma":[0.9970245,0.001906869,0.0003140226,0.000367949,0.0002146567,0.0001719558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004510691,0.00003540681,0.00001573015,0.00005942421,0.0001217652,0.00001496449,0.03448795,0.000001445044,0.000009198977,0.4887007,0.4731059,0.003402385],"study_design_scores_gemma":[0.000206286,0.00001332142,0.000002983857,0.00005758436,0.000102614,4.089122e-7,0.003497734,0.000001066748,0.00001148218,0.000574627,0.9952862,0.0002456821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007893559,0.00003813734,0.00002934235,0.0004712464,0.0009017813,0.0003884923,0.00002360131,0.0001854862,0.997954],"genre_scores_gemma":[0.001711127,0.00003925978,0.00008302465,0.000269047,0.0002588574,4.521952e-7,0.0000291865,0.00002171169,0.9975873],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5221803,"threshold_uncertainty_score":0.9988392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08497556086090495,"score_gpt":0.3096331992598376,"score_spread":0.2246576383989326,"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."}}