{"id":"W2044116223","doi":"10.5931/djim.v7i1.84","title":"DJIM Volume 7: A Year of Change and Growth","year":2011,"lang":"en","type":"article","venue":"Dalhousie Journal of Interdisciplinary Management","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University","keywords":"Volume (thermodynamics); Media studies; Computer science; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.01198779,0.001913651,0.001811205,0.004369208,0.006252777,0.02558767,0.00314146,0.01010237,0.04677194],"category_scores_gemma":[0.03028552,0.0007869978,0.001432611,0.003601109,0.003307944,0.006887824,0.006867859,0.01221428,0.01995027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006037924,"about_ca_system_score_gemma":0.01159367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003126753,"about_ca_topic_score_gemma":0.01019926,"domain_scores_codex":[0.9889212,0.001434087,0.0007311786,0.0005987895,0.006813837,0.001500928],"domain_scores_gemma":[0.9668692,0.004740617,0.001797006,0.001296397,0.01515908,0.01013757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001691408,0.00001747004,0.00008372157,0.00009168649,0.000003257858,0.00004448417,0.00004390159,0.00001168255,0.00005108376,0.0009678217,0.9894134,0.009254592],"study_design_scores_gemma":[0.000006339036,0.00001952209,0.0004080723,0.0001238232,0.000003477005,0.00005617459,0.0001717065,0.00002091306,0.00004424907,0.0004135511,0.9987234,0.000008741589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003481282,0.01220998,0.0002121524,0.1310209,0.8418006,0.00002658137,0.0001255971,0.0001526582,0.01410333],"genre_scores_gemma":[0.009110308,0.01786829,0.0009099203,0.1114371,0.7303935,0.00009791729,0.0005276603,0.0004969076,0.1291584],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04677194,"threshold_uncertainty_score":0.1564677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2296966110715872,"score_gpt":0.4457151604733252,"score_spread":0.216018549401738,"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."}}