{"id":"W4313436151","doi":"10.18357/anthropologica64220222615","title":"Hopeful words for our time","year":2022,"lang":"en","type":"article","venue":"Anthropologica","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; University of British Columbia; University of Victoria","funders":"","keywords":"History; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002638361,0.00006844231,0.0001324404,0.00001476662,0.01175828,0.00002605311,0.0002299895,0.00003528637,0.002168153],"category_scores_gemma":[0.00005775524,0.00005265986,0.0001104456,0.0001514488,0.0003149441,0.00005632055,0.0002368068,0.00008711332,0.00007018173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007892319,"about_ca_system_score_gemma":0.00003012088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004835982,"about_ca_topic_score_gemma":0.0002039064,"domain_scores_codex":[0.9991413,0.0001388482,0.00009531766,0.0001583276,0.0001728458,0.0002933494],"domain_scores_gemma":[0.9997821,0.00004848644,0.00004602302,0.00005402964,0.00003125819,0.000038082],"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":[0.000147419,0.000303103,0.0008764539,0.000006205607,0.00009412029,0.00002304167,0.148894,0.00001202362,0.0004096574,0.2629764,0.5744136,0.01184397],"study_design_scores_gemma":[0.0001103979,0.0002720391,0.0002023962,9.843232e-7,0.000008811603,6.594715e-7,0.3111377,0.000003602532,0.00001804016,0.009517392,0.6786121,0.0001158902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1327217,0.0009182969,0.0001214854,0.2107771,0.003391935,0.001156742,0.0001330507,0.0004575619,0.6503221],"genre_scores_gemma":[0.9438815,0.00008767066,0.0001355587,0.0004941299,0.0004931248,0.000135168,0.000009145112,0.000004430615,0.05475925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8111598,"threshold_uncertainty_score":0.998744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04538110980920312,"score_gpt":0.3922451321045372,"score_spread":0.346864022295334,"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."}}