{"id":"W7073814178","doi":"","title":"Diversity, difference and nation: indigenous peoples on screen in Mexico","year":2010,"lang":"en","type":"article","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Independence (probability theory); Identity (music); National identity; Decolonization; Metis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000181358,0.0001712778,0.0002293714,0.0005728009,0.0001892789,0.00001467722,0.0005503924,0.0004374375,0.00001005354],"category_scores_gemma":[0.000314024,0.0001720757,0.00005871693,0.0004085758,0.0004890392,0.00001642615,0.001025466,0.0003163944,0.000003475875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001393912,"about_ca_system_score_gemma":0.00007006078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002252877,"about_ca_topic_score_gemma":0.005586609,"domain_scores_codex":[0.9989701,0.00001223271,0.0002394843,0.0004150793,0.0001523266,0.0002107668],"domain_scores_gemma":[0.9991266,0.00001085681,0.0001340498,0.0005746212,0.0001095805,0.00004430472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006091817,0.0002740206,0.1931402,0.00002804475,0.00007266943,0.00002670145,0.0001731803,0.000008064196,0.7876946,0.005084582,0.0005585587,0.01287838],"study_design_scores_gemma":[0.000666958,0.0003532202,0.03384031,0.00004114868,0.00003300403,0.00002656244,0.0001031687,0.00003527864,0.9540166,0.001860144,0.008711024,0.0003125427],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976506,0.0001644331,0.000391079,0.000469265,0.0000732746,0.0001953486,0.000008024273,0.00007128078,0.0009767135],"genre_scores_gemma":[0.9963389,0.0003584945,0.002925817,0.0001101638,0.00004475877,0.00001668891,0.00005053572,0.0000113585,0.0001432911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.166322,"threshold_uncertainty_score":0.7017042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009127478780279844,"score_gpt":0.2382855264805797,"score_spread":0.2291580477002998,"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."}}