{"id":"W4379646407","doi":"10.1111/anhu.12447","title":"Hundreds and hundreds","year":2023,"lang":"en","type":"article","venue":"Anthropology & Humanism","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":["sts"],"category_scores_codex":[0.0005167234,0.0001173747,0.0002016146,0.0001380848,0.001340181,0.00004045921,0.0002136689,0.0002238449,0.001450966],"category_scores_gemma":[0.00009908073,0.0001278197,0.0000531172,0.0002345016,0.002897303,0.0001065976,0.00009579422,0.0001615201,0.0007058182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003584031,"about_ca_system_score_gemma":0.0001416197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002078284,"about_ca_topic_score_gemma":0.005068692,"domain_scores_codex":[0.9985653,0.0001483448,0.0001694287,0.0003115544,0.0002187854,0.000586604],"domain_scores_gemma":[0.9993964,0.0001443491,0.00005399038,0.000192611,0.00004197041,0.0001706682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001022693,0.00009496954,0.007743191,0.00002340402,0.00008466894,0.0001839616,0.3300969,4.189744e-7,0.001475009,0.5387475,0.08363343,0.03790623],"study_design_scores_gemma":[0.0005494858,0.0002029231,0.01470035,0.00000999124,0.00005035945,0.0000146946,0.2368447,0.000005464365,0.0005476969,0.04540522,0.7013267,0.0003423404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8171057,0.0009153487,0.00006036945,0.01070076,0.003701115,0.000254866,0.000008519766,0.0005715049,0.1666819],"genre_scores_gemma":[0.9830111,0.003154694,0.00006465479,0.0006654853,0.0006225649,0.00001532828,0.00001343953,0.00001804263,0.01243465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6176933,"threshold_uncertainty_score":0.9999599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05152297814500289,"score_gpt":0.3767315862473756,"score_spread":0.3252086081023727,"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."}}