{"id":"W7131952170","doi":"","title":"BENO-MAT","year":2002,"lang":"en","type":"report","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":[],"consensus_categories":[],"category_scores_codex":[0.001256489,0.0006293527,0.0008088763,0.001256691,0.003792819,0.003753685,0.001957893,0.002649422,0.6632913],"category_scores_gemma":[0.007236778,0.0004087194,0.0003946567,0.0007081186,0.0007305625,0.001193708,0.002224422,0.001955481,0.5252614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071182,"about_ca_system_score_gemma":0.002726937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003422974,"about_ca_topic_score_gemma":0.009728568,"domain_scores_codex":[0.9982864,0.000223766,0.0000493927,0.0001707698,0.0009880763,0.000281566],"domain_scores_gemma":[0.9923316,0.0007189662,0.0001774964,0.0009266167,0.004164941,0.001680393],"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":[0.0002524367,0.0002288434,0.001678663,0.0001462239,0.00001103219,0.001150729,0.00016544,0.00005634896,0.002030425,0.004255927,0.9239041,0.06611995],"study_design_scores_gemma":[0.00002250663,0.00004449645,0.002297308,0.0000624478,0.000005866772,0.000417805,0.0002135459,0.0001808525,0.001534324,0.0004535648,0.9947585,0.000008688919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005012466,0.0003465092,0.0006221032,0.006741981,0.004899417,0.0004512826,0.001910791,0.001192673,0.9788229],"genre_scores_gemma":[0.004406147,0.00009553265,0.0002063798,0.0002112909,0.0001779277,0.00003289452,0.0006405433,0.0001093073,0.9941199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6632913,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06319160987153255,"score_gpt":0.3041352502697767,"score_spread":0.2409436403982441,"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."}}