{"id":"W6925349215","doi":"10.17613/vadsf-gcr16","title":"What next for Digital Himalaya? Reflections on community, continuity, and collaboration","year":2018,"lang":"en","type":"article","venue":"Knowledge Commons (Lakehead University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reflection (computer programming); Key (lock); Work (physics); Perspective (graphical); Process (computing)","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01612866,0.0006470602,0.0007204909,0.0009968375,0.03240146,0.01835865,0.002687654,0.01550857,0.01117623],"category_scores_gemma":[0.02382511,0.0006113272,0.0007345068,0.001805194,0.04306067,0.02937052,0.02442886,0.03075838,0.001126046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0134411,"about_ca_system_score_gemma":0.02554876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04923931,"about_ca_topic_score_gemma":0.07178142,"domain_scores_codex":[0.9850355,0.008099153,0.0004531707,0.0006018269,0.002008682,0.003801599],"domain_scores_gemma":[0.9749504,0.01333888,0.0009227559,0.001093508,0.002381636,0.007312772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007555685,0.000108062,0.00116075,0.000223103,0.0000192408,0.001786684,0.6356522,0.0001645377,0.0004363911,0.1647087,0.1671634,0.02850127],"study_design_scores_gemma":[0.00001898078,0.00002553298,0.0007280122,0.0003345929,0.000008763637,0.0002792348,0.5965819,0.00005735045,0.0001878672,0.02098801,0.3807419,0.00004767619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0161367,0.005940258,0.0008076974,0.9497867,0.00498815,0.00002688563,0.00003355218,0.00003247216,0.02224762],"genre_scores_gemma":[0.738838,0.01405958,0.002401901,0.2039592,0.004852867,0.0001965542,0.00005798049,0.0001236398,0.03551038],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9816414,"threshold_uncertainty_score":0.0979054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06899361423893534,"score_gpt":0.3212720570410643,"score_spread":0.252278442802129,"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."}}