{"id":"W1977328337","doi":"10.4245/sponge.v3i1.6574","title":"Cultural Exchange in a Heterogeneous Research Field: Approaching Scienti?c Culture with Anthropological Thought","year":2010,"lang":"en","type":"article","venue":"Spontaneous Generations A Journal for the History and Philosophy of Science","topic":"Anthropology: Ethics, History, Culture","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epistemology; Ethnography; Field (mathematics); Sociology; Negotiation; Anthropology; Social science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.05055595,0.0007140777,0.001044533,0.00857633,0.01844542,0.02301204,0.003123865,0.004045833,0.002525987],"category_scores_gemma":[0.0465783,0.0008556809,0.0006590334,0.006762656,0.103491,0.0249798,0.02425201,0.005025425,0.0001644501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007852775,"about_ca_system_score_gemma":0.007346394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003245563,"about_ca_topic_score_gemma":0.004049691,"domain_scores_codex":[0.9457753,0.04790666,0.0009339586,0.001727168,0.002506043,0.001150876],"domain_scores_gemma":[0.9342581,0.05498157,0.003388361,0.004056457,0.001604938,0.00171057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002331757,0.0000618148,0.001792158,0.0002718366,0.00004050038,0.000662194,0.4546417,0.0003992703,0.0003033392,0.5249719,0.0009021159,0.01592997],"study_design_scores_gemma":[0.00003950271,0.00004249123,0.001385187,0.0007069166,0.00002507994,0.0004603876,0.4151326,0.001078916,0.0002393166,0.537828,0.0430331,0.00002850841],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3896616,0.03139766,0.2343058,0.1202055,0.001783502,0.0005511186,0.00008680708,0.0001180833,0.22189],"genre_scores_gemma":[0.9663066,0.004238049,0.02424292,0.002107936,0.000318195,0.000382142,0.00002235832,0.00004063992,0.002341321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9815546,"threshold_uncertainty_score":0.2673686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1273568169048577,"score_gpt":0.3981322073471185,"score_spread":0.2707753904422608,"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."}}