{"id":"W4224225674","doi":"10.5744/fa.2022.4000a","title":"Introduction","year":2022,"lang":"en","type":"article","venue":"Forensic Anthropology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00356862,0.0008110637,0.0007313755,0.001789887,0.003052183,0.004131874,0.002091395,0.003045225,0.6548439],"category_scores_gemma":[0.01575203,0.0003358539,0.0007723888,0.0008679628,0.00130785,0.002319832,0.00331733,0.002478886,0.5817896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001663379,"about_ca_system_score_gemma":0.006778276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003865928,"about_ca_topic_score_gemma":0.00721862,"domain_scores_codex":[0.996821,0.0005401018,0.0001898365,0.0005754677,0.001349234,0.000524274],"domain_scores_gemma":[0.9882819,0.001052561,0.0005886739,0.001859535,0.00587026,0.00234705],"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":[0.00008166982,0.00003247501,0.0003227985,0.0002904942,0.000006151585,0.0001246144,0.00005643566,0.00003115003,0.0005164241,0.004881315,0.906763,0.08689347],"study_design_scores_gemma":[0.000009009251,0.000009516038,0.0003235959,0.0002557407,0.000002906058,0.0001158075,0.00005325914,0.00002091416,0.0001745356,0.00111707,0.9979122,0.000005371359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009723062,0.001170167,0.002414057,0.01385791,0.01471078,0.0003659071,0.003500728,0.001317648,0.9616905],"genre_scores_gemma":[0.009955046,0.001729283,0.002765324,0.02019042,0.003581855,0.0009475434,0.004290776,0.001100333,0.9554394],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3451561,"threshold_uncertainty_score":0.4923233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206413753685059,"score_gpt":0.2747126768041712,"score_spread":0.2626485392673206,"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."}}