{"id":"W4393363952","doi":"10.1002/psp.2768","title":"From strict socialism to social evils: Changing childhoods over three generations in urban Vietnam","year":2024,"lang":"en","type":"article","venue":"Population Space and Place","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Marsden Fund","keywords":"Context (archaeology); Vietnamese; Sociology; Gender studies; Grandparent; Socialism; Political economy; Political science; Communism; Politics; Geography; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004004665,0.0001019995,0.0001405342,0.0001228766,0.001374875,0.0001338087,0.00005630617,0.00009958819,0.0001260148],"category_scores_gemma":[0.00008406466,0.000101028,0.00004852586,0.0005417816,0.00003795782,0.0002471778,0.00002899732,0.0001186249,0.00002383907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409223,"about_ca_system_score_gemma":0.00004644249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002012827,"about_ca_topic_score_gemma":0.0346689,"domain_scores_codex":[0.9991074,0.0001011231,0.0001294907,0.0002320878,0.0002195636,0.0002103384],"domain_scores_gemma":[0.9998013,0.00003698658,0.00003022848,0.00005035533,0.00002253434,0.00005853012],"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":[0.00001699919,0.00002605462,0.02523213,0.00001525578,0.0000452233,0.000005072624,0.7872622,0.0001128019,0.00006515133,0.1332911,0.04739218,0.006535803],"study_design_scores_gemma":[0.0004767158,0.00003575354,0.2098179,0.0001763468,0.0001043845,4.3657e-7,0.07461043,0.001174227,0.000004044995,0.01237468,0.7005317,0.0006934684],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485863,0.006427278,0.0007536624,0.03178582,0.001332257,0.0005020773,0.00009656552,0.0002002441,0.01031582],"genre_scores_gemma":[0.9954712,0.00004896076,0.0001403341,0.0002243108,0.00200823,0.00002724107,0.00003772274,0.000009582779,0.002032387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7126518,"threshold_uncertainty_score":0.9999252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02211879025166482,"score_gpt":0.3153806863507565,"score_spread":0.2932618960990917,"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."}}