{"id":"W4312438428","doi":"10.7202/1085914ar","title":"Promoting Anthropology:Idle Thoughts from a Talking Head","year":2022,"lang":"en","type":"article","venue":"Culture","topic":"Anthropology: Ethics, History, Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Promotion (chess); Sociology; Field (mathematics); Idle; Public relations; Media studies; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02986643,0.001370001,0.000912585,0.002786903,0.03290366,0.02215254,0.002979221,0.008031676,0.004642048],"category_scores_gemma":[0.04924026,0.0008395695,0.0007536138,0.002203755,0.05951247,0.02377008,0.01324308,0.01980047,0.002077091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01020567,"about_ca_system_score_gemma":0.01235496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03089578,"about_ca_topic_score_gemma":0.0467365,"domain_scores_codex":[0.9531357,0.03766704,0.00094515,0.001352865,0.005185687,0.001713627],"domain_scores_gemma":[0.9373918,0.04656894,0.00273377,0.001876707,0.005951234,0.005477595],"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":[0.00009198742,0.00005625636,0.001123686,0.0007367529,0.00001916807,0.0008350224,0.7559597,0.00004999686,0.0007593191,0.06507649,0.1392154,0.03607612],"study_design_scores_gemma":[0.00001038498,0.00004627062,0.0006987469,0.001423028,0.00002139835,0.0006060062,0.5220766,0.00006389159,0.0002716365,0.01605053,0.4586586,0.00007292954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01887865,0.0563662,0.005546272,0.8300548,0.02182216,0.00008055798,0.00004941766,0.0002912763,0.06691068],"genre_scores_gemma":[0.5263175,0.0480118,0.008502268,0.3442299,0.03612073,0.0002465851,0.00008108716,0.0008720119,0.03561811],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03290366,"threshold_uncertainty_score":0.1579506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04681780345215492,"score_gpt":0.3696597280308178,"score_spread":0.3228419245786629,"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."}}