{"id":"W2336167201","doi":"10.1075/japc.25.2.10lu","title":"“Gossip makes us one”","year":2015,"lang":"en","type":"article","venue":"Journal of Asian Pacific Communication","topic":"Culture, Economy, and Development Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gossip; Immigration; Ethnic group; Context (archaeology); Preference; Multiculturalism; Social psychology; Spouse; Sociology; Psychology; Gender studies; Demographic economics; Political science; Geography; Law; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.001451488,0.00006449877,0.0001705354,0.00007747886,0.0004163923,0.0001031987,0.0003952882,0.00005619966,0.00005102321],"category_scores_gemma":[0.0002847876,0.00005801126,0.00006496379,0.0001577456,0.000177265,0.0003337663,0.00005014115,0.0001720191,0.00004305813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857126,"about_ca_system_score_gemma":0.0002603175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009813764,"about_ca_topic_score_gemma":0.0007134355,"domain_scores_codex":[0.998961,0.0002211859,0.0003467441,0.00005718106,0.0002810736,0.0001327792],"domain_scores_gemma":[0.9987961,0.00006308802,0.0003955367,0.0002292145,0.0003796796,0.0001363844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000161534,0.0005715548,0.1106829,0.00001830297,0.0003453434,0.000009849347,0.4608084,0.00001372073,0.00006325712,0.05458154,0.2727393,0.1000043],"study_design_scores_gemma":[0.0003557961,0.00004373442,0.02778249,0.00004704551,0.00001822253,0.000007534288,0.1618644,0.000001777757,0.00002162173,0.008216557,0.8015385,0.0001022325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02435491,0.002787569,0.0001290897,0.02120678,0.000322514,0.0001072727,0.000001377165,0.00002395092,0.9510666],"genre_scores_gemma":[0.9922866,0.001745661,0.003284995,0.00007331975,0.0001887393,0.000002239888,0.000002242052,0.000004583255,0.002411678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9679316,"threshold_uncertainty_score":0.3202595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08563515783802171,"score_gpt":0.3223459392395956,"score_spread":0.2367107814015739,"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."}}