{"id":"W6886063114","doi":"10.14288/1.0049998","title":"Discorder","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"George (robot); First world war; Telmatology; Postal service","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003063363,0.001418366,0.001448658,0.006042903,0.005914693,0.01404464,0.0049746,0.002399084,0.8129944],"category_scores_gemma":[0.02146521,0.001233947,0.0007489649,0.006283876,0.001466724,0.006608393,0.006620803,0.002723046,0.7852114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004804228,"about_ca_system_score_gemma":0.005730592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01612754,"about_ca_topic_score_gemma":0.02660882,"domain_scores_codex":[0.9961368,0.0004113626,0.000336,0.0003885526,0.002190843,0.0005363611],"domain_scores_gemma":[0.9850996,0.001909813,0.000449594,0.0034984,0.007289754,0.001752737],"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":[0.00003007628,0.000008433039,0.00004526592,0.00008607181,8.220356e-7,0.00002247828,0.00005839321,0.00001210986,0.00009180979,0.002569381,0.9820117,0.01506346],"study_design_scores_gemma":[0.00000552166,0.000003378711,0.00006005152,0.00004199094,7.605186e-7,0.00003222358,0.00005484004,0.000017691,0.000108242,0.0005403351,0.9991294,0.000005676145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004905728,0.0004246338,0.00273998,0.002423053,0.004245329,0.0003257488,0.04353315,0.0177875,0.9280301],"genre_scores_gemma":[0.002134424,0.0003912252,0.002031291,0.001537509,0.0005225724,0.000276125,0.03969297,0.008970745,0.9444431],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8129944,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05774902313497913,"score_gpt":0.3395447090325808,"score_spread":0.2817956858976017,"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."}}