{"id":"W6904786165","doi":"10.14288/1.0225773","title":"Business cards and notices of assessment","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Limits and Structures in Graph Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Postal service; ATM card; Smart card; Envelope (radar)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006884,0.001075139,0.001010192,0.004320378,0.006156906,0.009632397,0.002010399,0.003969162,0.6443256],"category_scores_gemma":[0.04062854,0.001203179,0.0005101886,0.00435868,0.001260111,0.00579832,0.004636229,0.005752098,0.5168927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003471059,"about_ca_system_score_gemma":0.006772939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01575772,"about_ca_topic_score_gemma":0.02126056,"domain_scores_codex":[0.9914381,0.00122132,0.0004832825,0.0005136385,0.00531117,0.001032598],"domain_scores_gemma":[0.9640083,0.003671444,0.001028838,0.003680064,0.02351503,0.004096339],"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":[0.00005254353,0.00003630083,0.00009782649,0.00002509569,7.488566e-7,0.00002059148,0.00009273843,0.00001857805,0.000104303,0.002107687,0.979418,0.01802559],"study_design_scores_gemma":[0.00001784562,0.00002423127,0.0008697777,0.00003726748,8.57316e-7,0.00002185062,0.0003481175,0.00006387543,0.0001075764,0.0006728868,0.9978226,0.00001295953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002224639,0.0006316529,0.002536444,0.01209675,0.009545162,0.001806808,0.01254113,0.002514881,0.9561026],"genre_scores_gemma":[0.005508066,0.0002317056,0.001016321,0.0008129114,0.000728974,0.0005261024,0.003297144,0.0005881047,0.9872906],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6443256,"threshold_uncertainty_score":0.5073264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03224081156998347,"score_gpt":0.3316519362071176,"score_spread":0.2994111246371342,"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."}}