{"id":"W4392462553","doi":"10.1515/9781438464435-006","title":"Acknowledgments","year":2024,"lang":"en","type":"book-chapter","venue":"SUNY Press eBooks","topic":"Anthropological Studies and Insights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Council for the Arts; University of Rochester; York University; Yale University; Shastri Indo-Canadian Institute","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001186567,0.0002368214,0.000296793,0.0000315442,0.0005795021,0.0001056415,0.000308676,0.0004101451,0.00317183],"category_scores_gemma":[0.00001771997,0.0001808272,0.0001912993,0.000004123435,0.001057629,0.0000266039,0.0002720121,0.0003559657,0.001036132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089608,"about_ca_system_score_gemma":0.00005514161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009843983,"about_ca_topic_score_gemma":0.001311853,"domain_scores_codex":[0.9987037,0.00001891532,0.0002044544,0.0003760039,0.0003701228,0.0003267882],"domain_scores_gemma":[0.9994737,0.00005502875,0.00007333801,0.0001875674,0.00008551303,0.0001248682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003795002,0.000003869224,3.393114e-7,0.00002296517,0.00008782657,0.00002958389,0.001521547,2.374364e-8,4.029651e-7,0.9459168,0.04168417,0.01072862],"study_design_scores_gemma":[0.00003998433,0.00003125663,4.268867e-7,0.0001113994,0.00005540044,1.933613e-7,0.0001527597,5.031034e-7,0.000007151318,0.1312836,0.8681109,0.000206396],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001901811,0.007178087,0.000004372976,0.0001608029,0.001992236,0.0002876465,0.00002581563,0.0001912624,0.9901579],"genre_scores_gemma":[0.0009822382,0.002334445,0.00001450705,0.0001317382,0.001359806,0.00001694353,0.000004216844,0.00003423259,0.9951219],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8264267,"threshold_uncertainty_score":0.9997417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08781598187525326,"score_gpt":0.3407280347331768,"score_spread":0.2529120528579236,"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."}}