{"id":"W2901277227","doi":"10.1002/nad.12075","title":"Challenging Subjects: Towards Ethnographic Analyses of Animals","year":2018,"lang":"en","type":"article","venue":"Journal for the Anthropology of North America","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Ethnography; Sociocultural evolution; Sociology; Futures contract; Affect (linguistics); Epistemology; Anthropology; Communication; Philosophy","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0005588955,0.0001249441,0.0003727,0.0004376798,0.001983441,0.00002342488,0.00060773,0.00006519354,0.0008667292],"category_scores_gemma":[0.0005754459,0.00008929371,0.0004402915,0.0007916199,0.009082481,0.0001634243,0.00005268349,0.0002514058,0.000006197968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002032231,"about_ca_system_score_gemma":0.0001261751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00977907,"about_ca_topic_score_gemma":0.02776358,"domain_scores_codex":[0.9984769,0.0001949969,0.0004835073,0.0001463541,0.0002993735,0.0003989065],"domain_scores_gemma":[0.9976056,0.0005609347,0.0007583097,0.0002109373,0.0007718752,0.00009237031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003945598,0.002783189,0.2306508,0.0002797284,0.01335943,0.00005810236,0.3546795,0.0008462769,0.01397737,0.01464987,0.05576101,0.3090092],"study_design_scores_gemma":[0.001177035,0.009283374,0.2188734,0.0001426467,0.001378751,0.0001109485,0.3857347,0.0003426094,0.003634339,0.005934088,0.3726887,0.0006994482],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814003,0.003315444,0.001148338,0.009939325,0.001550105,0.0002492531,0.00003895544,0.00003040066,0.002327863],"genre_scores_gemma":[0.9913126,0.007204223,0.0007900546,0.00010413,0.0005111595,0.000006603503,0.000001166011,0.00001179527,0.00005823845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3169276,"threshold_uncertainty_score":0.9993159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058849438745832,"score_gpt":0.4508938991594815,"score_spread":0.3450089552848983,"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."}}