{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004550462,0.001271916,0.001407662,0.001368898,0.01272964,0.01125203,0.003151812,0.008531309,0.04737721],"category_scores_gemma":[0.05360971,0.0004910331,0.0009577587,0.001395637,0.009063329,0.01114181,0.007413757,0.03832725,0.04093806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004262685,"about_ca_system_score_gemma":0.00509925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01438627,"about_ca_topic_score_gemma":0.02334321,"domain_scores_codex":[0.9949602,0.001289436,0.0002613457,0.0006316786,0.002134311,0.0007229951],"domain_scores_gemma":[0.9729466,0.006977854,0.001516923,0.001895293,0.01142789,0.00523525],"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":[0.00001852287,0.00001569357,0.0001018067,0.00002319919,0.000006978426,0.0001466708,0.0009002876,0.00001995249,0.00007346361,0.02611838,0.9685553,0.00401979],"study_design_scores_gemma":[0.00001136397,0.000006131865,0.0001257458,0.00008967453,0.000005004682,0.0001149241,0.002956866,0.00003381621,0.00006553087,0.01179826,0.9847695,0.00002310146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000488718,0.004052872,0.0005843401,0.7750295,0.1872478,0.00003432939,0.0001782905,0.0001360657,0.03224805],"genre_scores_gemma":[0.008413258,0.001849494,0.0009441162,0.621245,0.04301695,0.0001147143,0.0001029839,0.0002147685,0.3240986],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04737721,"threshold_uncertainty_score":0.1584925,"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."}}