{"id":"W4285153283","doi":"10.1525/sod.2021.0039","title":"“Just Push It Through”","year":2022,"lang":"en","type":"article","venue":"Sociology of Development","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solidarity; Privilege (computing); Redress; Agency (philosophy); Public relations; Politics; Political science; Feeling; Face (sociological concept); Social psychology; Sociology; Psychology; Law; Social 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001275872,0.0001435959,0.0002895882,0.00007836433,0.001553067,0.000007387894,0.0004676068,0.0001266809,0.003137971],"category_scores_gemma":[0.00007550797,0.0001558869,0.0001045156,0.0001823104,0.0009094054,0.00007979167,0.0003138359,0.0002757607,0.00009088223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005054965,"about_ca_system_score_gemma":0.001856099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004904549,"about_ca_topic_score_gemma":0.0002124712,"domain_scores_codex":[0.9978191,0.0003703075,0.0004455863,0.0003083804,0.0005436034,0.0005130654],"domain_scores_gemma":[0.9993469,0.0001410397,0.0001961658,0.0001527929,0.00007756623,0.00008558948],"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":[0.00002434096,0.0001592801,0.007606634,0.00001529938,0.0001442951,0.0000170795,0.8336221,0.00001732659,0.00005272999,0.01255051,0.143206,0.002584399],"study_design_scores_gemma":[0.0002786417,0.00003931039,0.0107346,0.000004641587,0.000008337397,0.000002271536,0.1976469,5.673041e-7,0.0001326661,0.003846489,0.7871095,0.0001961043],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9280798,0.00135131,0.0004546444,0.01143183,0.002146831,0.0004268703,0.00001172816,0.000144614,0.0559523],"genre_scores_gemma":[0.981231,0.0001958456,0.008652464,0.001943974,0.0001300263,0.000159155,0.0000268518,0.00001567102,0.007645038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6439035,"threshold_uncertainty_score":0.9997468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04341211305316588,"score_gpt":0.3196213242284109,"score_spread":0.276209211175245,"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."}}