{"id":"W4235389076","doi":"10.7765/9781526104939.00006","title":"Community","year":2017,"lang":"en","type":"book-chapter","venue":"Manchester University Press eBooks","topic":"Caribbean history, culture, and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solidarity; Active listening; Club; Sociology; Situational ethics; Expression (computer science); Ethnic group; Storytelling; Gender studies; Media studies; Social psychology; Psychology; Political science; Communication; Linguistics; Politics; Anthropology; Computer 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002727016,0.00025219,0.0003153912,0.00007342611,0.002522974,0.0001279956,0.00116179,0.000566759,0.00009370262],"category_scores_gemma":[0.0000183659,0.0003147189,0.0002388718,0.000001632839,0.001202071,0.0001185745,0.0003225305,0.0008964813,0.00004436663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004671843,"about_ca_system_score_gemma":0.0002038627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006262057,"about_ca_topic_score_gemma":0.004888016,"domain_scores_codex":[0.9988499,0.000181533,0.0001123707,0.0002257617,0.0003151793,0.000315205],"domain_scores_gemma":[0.9984224,0.00006905743,0.0002422576,0.0009075895,0.0001365089,0.000222149],"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":[0.00001750528,0.000009210852,0.000005587588,0.00005080596,0.00006773126,0.00006462161,0.02696034,1.078332e-7,7.171639e-7,0.9274324,0.04409959,0.001291412],"study_design_scores_gemma":[0.0002014868,0.00001753025,0.00002070371,0.00009102498,0.0001524315,0.000001210018,0.001024256,1.830081e-7,0.000004466676,0.00229799,0.9958444,0.0003443638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000500069,0.00007379676,0.00001242399,0.00005311911,0.0005838846,0.0002371101,0.0001416018,0.0001270816,0.998721],"genre_scores_gemma":[0.002540418,0.00007872652,0.00002924843,0.0001411057,0.0004491709,3.082419e-7,0.00002643766,0.0000275924,0.996707],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9517448,"threshold_uncertainty_score":0.9999305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08349155674946315,"score_gpt":0.2617844362886146,"score_spread":0.1782928795391514,"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."}}