{"id":"W4402370894","doi":"10.1016/b978-0-323-99967-0.00357-4","title":"Medical Sciences and Technology in Socio-Cultural Context","year":2017,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Sociology; Engineering ethics; Geography; Engineering; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003982845,0.0006376335,0.0002744178,0.001110419,0.001145599,0.00461549,0.0003292538,0.001240894,0.03759146],"category_scores_gemma":[0.0004873622,0.0001233758,0.0001338923,0.002427433,0.00358489,0.002764184,0.001477734,0.001776665,0.00520835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703374,"about_ca_system_score_gemma":0.002325193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006443204,"about_ca_topic_score_gemma":0.01316697,"domain_scores_codex":[0.9998204,0.00007153909,0.000009541565,0.00001883594,0.00006147372,0.00001818894],"domain_scores_gemma":[0.99977,0.0001502283,0.000009552137,0.00001402062,0.00002508915,0.00003109804],"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":[0.00000918734,0.00002689197,0.0002783547,0.0003829787,0.000007026237,0.000142081,0.00647338,0.00022749,0.0004424516,0.6926341,0.1067121,0.1926639],"study_design_scores_gemma":[0.000001924745,0.000006994374,0.0004168285,0.0002758756,0.000002579501,0.00006879671,0.001637322,0.00005949619,0.00005275335,0.05609593,0.9413779,0.000003728885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002087013,0.05805511,0.0009430982,0.005138633,0.001220088,0.00001193409,0.00004920432,0.00002976832,0.9324652],"genre_scores_gemma":[0.05362616,0.1075503,0.002433873,0.002169177,0.002678458,0.00006408995,0.0001087109,0.00007973934,0.8312895],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9988544,"threshold_uncertainty_score":0.125756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03339989325442179,"score_gpt":0.3121134437711171,"score_spread":0.2787135505166953,"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."}}