{"id":"W4413149209","doi":"10.36939/pawaatamihk/vol2no1/art87","title":"Beading Witness: Notes on (S)kin","year":2025,"lang":"en","type":"article","venue":"Pawaatamihk A Journal of Métis Thinkers","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Witness; Next of kin; Psychology; History; Political science; Law; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001697754,0.0001357449,0.0002732172,0.00004293977,0.0008159137,0.0001386983,0.0005324208,0.0001911808,0.0001589333],"category_scores_gemma":[0.001158024,0.0001046347,0.0002657384,0.0004983529,0.0003687576,0.0003436101,0.00004116945,0.0005041937,0.0000261075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002149125,"about_ca_system_score_gemma":0.0004120628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002142924,"about_ca_topic_score_gemma":0.000199729,"domain_scores_codex":[0.9982936,0.0002407962,0.0003603697,0.0001421884,0.0006177019,0.0003453089],"domain_scores_gemma":[0.9985821,0.0006191014,0.0002924931,0.0001424752,0.0002321208,0.0001316677],"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":[0.0001421608,0.0002388685,0.01261083,0.00005736132,0.0004383021,0.00009120921,0.072766,0.0002073178,0.0006406014,0.7739347,0.1141339,0.02473867],"study_design_scores_gemma":[0.001756024,0.000255709,0.005876221,0.001156816,0.0002279864,0.00001924575,0.05212945,0.00002197919,0.001378739,0.05869389,0.8780152,0.0004688085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.550876,0.008944952,0.002854237,0.1046392,0.009878965,0.0007010365,0.00003757118,0.0002429694,0.3218251],"genre_scores_gemma":[0.9921002,0.001255551,0.0008872591,0.00237865,0.0004989381,0.000002337721,0.000001512544,0.000009497897,0.002866086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7638812,"threshold_uncertainty_score":0.6275431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732843422528737,"score_gpt":0.3170252788185979,"score_spread":0.2996968445933105,"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."}}