{"id":"W4392117957","doi":"10.15173/m.v1i26.939","title":"Introduction","year":2014,"lang":"en","type":"article","venue":"The Meducator","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peer review; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002321535,0.0005843301,0.0005719191,0.0008332648,0.004440887,0.006874272,0.001855986,0.0144176,0.2066905],"category_scores_gemma":[0.01520683,0.0003378614,0.001122894,0.0004913435,0.00170673,0.002551344,0.003344746,0.01241556,0.1231372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003284278,"about_ca_system_score_gemma":0.004483272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005889701,"about_ca_topic_score_gemma":0.01081398,"domain_scores_codex":[0.9973007,0.0004905314,0.0001172076,0.0003851577,0.001054554,0.0006519486],"domain_scores_gemma":[0.993742,0.001619952,0.0002363066,0.0005724297,0.002621667,0.001207521],"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":[0.00001225972,0.000008504293,0.00006470172,0.00002373563,0.000001055597,0.0001060716,0.00005241854,0.000009042324,0.00004761996,0.003943457,0.9888029,0.006928261],"study_design_scores_gemma":[0.000004771245,0.000006646611,0.0001668238,0.00007427014,0.000001569678,0.00009999517,0.0001068338,0.00001491113,0.00004613711,0.001465052,0.9980084,0.000004639892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0006837887,0.003078512,0.0007478136,0.568962,0.1774654,0.00008946111,0.0005870608,0.0003731363,0.2480129],"genre_scores_gemma":[0.005283858,0.0009917961,0.0003758094,0.4499384,0.03428484,0.0000945756,0.0002518424,0.0001548122,0.5086241],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7933095,"threshold_uncertainty_score":0.6914488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282928225413759,"score_gpt":0.2151949332246786,"score_spread":0.1869021106833027,"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."}}