{"id":"W4379781544","doi":"10.1353/nai.2017.a661472","title":"Screen Text and Institutional Context: Indigenous Film Production and Academic Research Institutions","year":2017,"lang":"en","type":"article","venue":"Native American and Indigenous Studies","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Navajo; Colonialism; Indigenous language; Context (archaeology); Sociology; Gender studies; Media studies; Anthropology; Political science; History; Law; Linguistics; Archaeology","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0007266974,0.0001837857,0.000338288,0.0002384256,0.01240664,0.0002396253,0.0001656246,0.00004054881,0.00003193225],"category_scores_gemma":[0.001201897,0.0001436209,0.0000221281,0.00006595223,0.01887643,0.0004728822,0.0003666277,0.0005369075,0.00001659395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001244539,"about_ca_system_score_gemma":0.0002672953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006649352,"about_ca_topic_score_gemma":0.008254536,"domain_scores_codex":[0.9983748,0.000149131,0.0002027084,0.0004206543,0.0003933628,0.0004593522],"domain_scores_gemma":[0.9986097,0.000241248,0.0001528709,0.0001820699,0.0006854188,0.0001287416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001152604,0.0001274249,0.03672808,0.0000835703,0.0004563313,0.00002164334,0.4819602,8.919209e-7,0.00006084463,0.2998935,0.001519242,0.179033],"study_design_scores_gemma":[0.0006509618,0.001441702,0.183655,0.0002563109,0.00006892854,0.00005521838,0.7130355,0.00002521787,0.0001819157,0.004185906,0.09592637,0.0005169568],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9373908,0.01123073,0.00003320161,0.001118882,0.00006761692,0.0006355663,0.0001464107,0.00003223793,0.04934452],"genre_scores_gemma":[0.9828451,0.01262562,0.00004918897,0.00009893779,0.0003933498,0.00008899788,0.000007316536,0.00001111683,0.003880408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2957076,"threshold_uncertainty_score":0.9999654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2798234613468802,"score_gpt":0.4478984022718378,"score_spread":0.1680749409249576,"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."}}