{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002208832,0.00009609256,0.000152995,0.0001427423,0.0005962372,0.00000438796,0.0001380384,0.00002898642,0.09143965],"category_scores_gemma":[0.00005288341,0.0001034076,0.00005004582,0.0003503659,0.001092562,0.00005408571,0.0002207999,0.0002431424,0.006340388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002063422,"about_ca_system_score_gemma":0.00003145558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001857375,"about_ca_topic_score_gemma":0.00005808016,"domain_scores_codex":[0.998853,0.0001823387,0.0001513776,0.0003143202,0.0001791845,0.0003197499],"domain_scores_gemma":[0.9994972,0.00002159486,0.00007892929,0.0003276351,0.00003578966,0.00003886475],"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":[0.00008069356,0.00007556814,0.0007865839,0.000001524862,0.00002416437,0.00002486151,0.0002814141,0.0002398693,0.002553898,0.08654124,0.905335,0.004055182],"study_design_scores_gemma":[0.0003819264,0.0004657438,0.0007934151,2.082123e-7,0.00001965179,0.0006365423,0.00322704,0.0002673601,0.002178364,0.006124139,0.9857561,0.0001495398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8770007,0.0006216943,0.002471801,0.07090243,0.02173871,0.00056,0.000236238,0.001135234,0.02533315],"genre_scores_gemma":[0.9949002,0.000003727586,0.0005085817,0.0003323392,0.00122401,0.00004798277,0.0001248357,0.0000445538,0.002813808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1178994,"threshold_uncertainty_score":0.9944333,"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."}}