{"id":"W4392117956","doi":"10.15173/m.v1i27.1163","title":"Contributors","year":2016,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Peer review; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004602015,0.00007972338,0.00008624201,0.00002938839,0.00007751374,0.00001270935,0.0003132267,0.00002136341,0.001639868],"category_scores_gemma":[0.0004808869,0.00003021008,0.00004383264,0.0001259551,0.0001514358,0.00005693897,0.00003831861,0.00004193816,0.05723349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018193,"about_ca_system_score_gemma":0.0001092299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000019178,"about_ca_topic_score_gemma":0.000006244554,"domain_scores_codex":[0.9992704,0.00009196586,0.00009395956,0.0001148059,0.0001609785,0.0002679186],"domain_scores_gemma":[0.9990953,0.0002691361,0.00004596655,0.0004529833,0.00004064698,0.00009599126],"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":[0.00007713959,0.000134018,0.01328891,0.000003058312,0.00008061587,0.000002978384,0.001481322,6.946496e-8,0.3191223,0.03148882,0.6229857,0.01133502],"study_design_scores_gemma":[0.0006724446,0.00002550977,0.03019042,0.0000243553,0.00003251461,0.00001634091,0.0002764563,6.259176e-7,0.08260198,0.003849681,0.8821398,0.0001698463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815676,0.000175343,0.00002601049,0.0123347,0.0007542762,0.0001516206,0.00004696694,0.0001580746,0.004785394],"genre_scores_gemma":[0.9917599,0.000003012565,0.00002502103,0.0002845684,0.0003645035,0.0000319538,7.156076e-7,0.00003638931,0.007493922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2591541,"threshold_uncertainty_score":0.9992728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111513336852495,"score_gpt":0.249756296519948,"score_spread":0.2386411631514231,"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."}}