{"id":"W4392117963","doi":"10.15173/m.v1i21.794","title":"MacWire","year":2012,"lang":"en","type":"article","venue":"The Meducator","topic":"Asian Geopolitics and Ethnography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004481746,0.0005605061,0.000319814,0.0010351,0.002207378,0.003042207,0.0005961685,0.001448189,0.7282614],"category_scores_gemma":[0.001601806,0.0002937868,0.0002777403,0.0008401765,0.0005168627,0.001997657,0.001781458,0.001774814,0.4231986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122763,"about_ca_system_score_gemma":0.001327453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004217258,"about_ca_topic_score_gemma":0.01946972,"domain_scores_codex":[0.9996046,0.00006081438,0.00002057091,0.00007383439,0.0001585814,0.00008153532],"domain_scores_gemma":[0.9989972,0.00009158625,0.00004263362,0.00007211257,0.0003153571,0.0004811768],"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":[0.000008443023,0.000006924962,0.00008669028,0.0000247195,9.285683e-7,0.00002995102,0.00003764554,0.000006644553,0.00008098166,0.003027992,0.9673862,0.02930295],"study_design_scores_gemma":[0.000001308884,0.000002193436,0.0002423189,0.00001857216,3.712188e-7,0.00002012546,0.00006037585,0.000005497233,0.00001770668,0.0002314388,0.9993991,9.635289e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004906853,0.003664216,0.0004883409,0.02487144,0.01674048,0.00006489471,0.00106885,0.0004864426,0.9521247],"genre_scores_gemma":[0.001985817,0.0008945322,0.0001620968,0.001908616,0.001252557,0.00001513021,0.0001858257,0.00008696802,0.9935085],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2717386,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03266096286857643,"score_gpt":0.3598634912517568,"score_spread":0.3272025283831803,"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."}}