{"id":"W4391828115","doi":"10.3167/aia.2023.300307","title":"Afterword – Crafting Data, Crafting Worlds Across Disciplines","year":2023,"lang":"en","type":"article","venue":"Anthropology in Action","topic":"Southeast Asian Sociopolitical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission; Canadian Institute for Advanced Research","keywords":"Sociology; Social worlds; Epistemology; Anthropology; Media studies; Social science; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004622773,0.001123616,0.0009792168,0.001463849,0.005569539,0.0101294,0.001652907,0.004748987,0.04827283],"category_scores_gemma":[0.01452668,0.000458181,0.0008255112,0.001519756,0.004450388,0.009054738,0.003650228,0.01169611,0.02496522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001879076,"about_ca_system_score_gemma":0.002177148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003104576,"about_ca_topic_score_gemma":0.0046252,"domain_scores_codex":[0.9975132,0.0009095942,0.0002121804,0.0003301267,0.0008340874,0.0002009409],"domain_scores_gemma":[0.9823763,0.01012614,0.0007012592,0.001176772,0.004033062,0.001586389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001441504,0.00000764835,0.00003492903,0.00007558549,0.000002925953,0.00002235716,0.000427927,0.00001475599,0.0001558469,0.003507804,0.9896972,0.006038587],"study_design_scores_gemma":[0.000002459035,0.0000151805,0.0001714469,0.0001769262,0.000002369377,0.00005363744,0.0007703642,0.00003509731,0.0001150452,0.002012581,0.9966366,0.000008231556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0008622546,0.008754303,0.004052184,0.2387452,0.7098199,0.0001202615,0.0005183309,0.000404813,0.03672265],"genre_scores_gemma":[0.01971209,0.01621033,0.005984875,0.1343444,0.6058818,0.0003815034,0.001491632,0.002805663,0.2131878],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9944305,"threshold_uncertainty_score":0.1614887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1924204441997673,"score_gpt":0.5227409537843136,"score_spread":0.3303205095845463,"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."}}