{"id":"W4392107915","doi":"10.15173/m.v1i25.854","title":"Issue 25 Contributors","year":2014,"lang":"en","type":"article","venue":"The Meducator","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Peer review; Population health; Medicine; Environmental health; Political science; Population","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":["insufficient_payload"],"category_scores_codex":[0.001736575,0.0009904677,0.0008751587,0.003952793,0.002483218,0.007588251,0.001547455,0.002892811,0.6727347],"category_scores_gemma":[0.009903336,0.0003870156,0.0006832936,0.001945742,0.0006557726,0.003211243,0.003960319,0.002433496,0.5873282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521905,"about_ca_system_score_gemma":0.003294691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002084267,"about_ca_topic_score_gemma":0.006425721,"domain_scores_codex":[0.99829,0.0002049034,0.00006243474,0.0002330296,0.0009796391,0.0002299061],"domain_scores_gemma":[0.9936127,0.0004357252,0.0002475457,0.0005823629,0.003319207,0.001802356],"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":[0.000007531598,0.000008574656,0.00004974355,0.00002873603,8.928368e-7,0.00001149821,0.000008585325,0.000006924657,0.00003509957,0.001271007,0.980889,0.01768256],"study_design_scores_gemma":[0.000003115368,0.000004109746,0.0001360843,0.00004389246,0.00000100448,0.00001651304,0.00002401208,0.00001796892,0.00002745201,0.0005122325,0.9992114,0.0000021507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006525118,0.003233701,0.0009700006,0.02088153,0.1080746,0.0003218944,0.00256053,0.001379127,0.861926],"genre_scores_gemma":[0.0007009419,0.0004389663,0.0001621311,0.001879487,0.003732336,0.00004448077,0.000491044,0.0001842356,0.9923664],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3272653,"threshold_uncertainty_score":0.4668041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0226962875475457,"score_gpt":0.2081333104992464,"score_spread":0.1854370229517007,"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."}}