{"id":"W7132713715","doi":"","title":"Introduction","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[0.008968236,0.001160444,0.001980114,0.003907452,0.004640515,0.009333201,0.003237642,0.006546999,0.685461],"category_scores_gemma":[0.05471925,0.000808753,0.001418257,0.001252633,0.001382824,0.004612846,0.004535681,0.004379254,0.6391923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001937971,"about_ca_system_score_gemma":0.006058458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001739069,"about_ca_topic_score_gemma":0.005347355,"domain_scores_codex":[0.9889687,0.001924398,0.0006323693,0.001171093,0.005843178,0.001460135],"domain_scores_gemma":[0.9015642,0.005256946,0.002107136,0.008995689,0.06746854,0.01460752],"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":[0.0000629179,0.00003618647,0.0002651745,0.0002173425,0.000007968816,0.00008254681,0.00004904847,0.000016607,0.0003594555,0.0006493528,0.9701011,0.02815232],"study_design_scores_gemma":[0.00004619707,0.00003636563,0.002006289,0.0002299133,0.00001305276,0.0001383807,0.0001772888,0.0001437812,0.0004706684,0.001225613,0.9954805,0.00003198989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004631405,0.001766209,0.003777952,0.09213479,0.1078077,0.002325057,0.00869623,0.006633451,0.7722272],"genre_scores_gemma":[0.009371112,0.0007427685,0.001886834,0.0080079,0.01400434,0.0004857366,0.003363747,0.001358343,0.9607791],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.314539,"threshold_uncertainty_score":0.4486516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02865751333026908,"score_gpt":0.23080938540076,"score_spread":0.2021518720704909,"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."}}