{"id":"W6904652346","doi":"10.1371/journal.pone.0267051.s008","title":"Participant demographics.","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Participant observation; Thunder; Indigenous; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001500158,0.0006514231,0.001001125,0.001478517,0.004606086,0.001239612,0.001195813,0.0008584265,0.2701229],"category_scores_gemma":[0.009737585,0.0005084341,0.000286806,0.002419569,0.0003069625,0.001221706,0.001210181,0.001126673,0.06428746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003991626,"about_ca_system_score_gemma":0.008910302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2836464,"about_ca_topic_score_gemma":0.4800373,"domain_scores_codex":[0.9992282,0.00009301686,0.00008773531,0.0001275894,0.0002503803,0.0002129271],"domain_scores_gemma":[0.9967854,0.0004566365,0.0002463959,0.0001960823,0.001833495,0.0004819502],"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":[0.0002197404,0.0001243596,0.00766622,0.0004738218,0.000007614834,0.00008791925,0.00278162,0.00001901356,0.0001548617,0.0004883963,0.966744,0.02123228],"study_design_scores_gemma":[0.0002531047,0.000158288,0.1753587,0.002115852,0.00003374285,0.0003827231,0.01173337,0.00009491635,0.0002172245,0.001782599,0.8077989,0.00007063722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.02566201,0.001121354,0.001039944,0.002315499,0.0005406439,0.009490777,0.8230368,0.0004518206,0.1363412],"genre_scores_gemma":[0.1024971,0.004152879,0.005716205,0.005947788,0.0003517298,0.1190365,0.4727062,0.0006503076,0.2889413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7298771,"threshold_uncertainty_score":0.9036511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08974171610096375,"score_gpt":0.3410645344177095,"score_spread":0.2513228183167457,"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."}}