{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005057968,0.00003352374,0.00003643836,0.00001878082,0.0004216174,0.00001895111,0.0001754597,0.00002491708,0.0006509409],"category_scores_gemma":[0.00005685071,0.00002161192,0.00003872604,0.0001416278,0.0002504508,0.00006180012,0.00001563929,0.00005762068,0.0004124049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000166431,"about_ca_system_score_gemma":0.00007401215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006849241,"about_ca_topic_score_gemma":0.00004869577,"domain_scores_codex":[0.9993944,0.00007205733,0.00004315341,0.00003719661,0.0001335938,0.0003196689],"domain_scores_gemma":[0.9996461,0.00005100977,0.00001638841,0.0001221711,0.00001368168,0.0001506513],"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":[0.000001936693,0.00009018443,0.04679318,0.000003709929,0.00001869608,1.94376e-7,0.4046299,3.301715e-8,0.00001790669,0.4427145,0.09646664,0.009263162],"study_design_scores_gemma":[0.00001888432,0.000002396045,0.008486402,0.000001822664,0.000006949439,3.196619e-7,0.07071437,1.540657e-7,0.00004610937,0.004272935,0.9164024,0.00004726496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5434911,0.0006133541,0.000004693827,0.01144496,0.001288044,0.00007356026,0.000001255532,0.00003542153,0.4430476],"genre_scores_gemma":[0.9920939,0.000007838496,0.00006848643,0.0006128104,0.001397614,0.000007842021,3.736702e-7,0.000004209123,0.005806951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8199357,"threshold_uncertainty_score":0.7127346,"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."}}