{"id":"W6987171903","doi":"","title":"SHORT CUTS #162 - Not Paid To Be Classy","year":2018,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statement (logic); Expression (computer science)","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":[0.001090386,0.000842984,0.000702394,0.001590664,0.004922302,0.007673804,0.001637463,0.006515949,0.7467033],"category_scores_gemma":[0.00750381,0.0006197997,0.0005785713,0.001089494,0.0007667054,0.003322336,0.002885019,0.005845924,0.6946369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002666472,"about_ca_system_score_gemma":0.004493802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0240217,"about_ca_topic_score_gemma":0.05561115,"domain_scores_codex":[0.9984328,0.00009751765,0.00005082546,0.0001739042,0.0008053847,0.0004395455],"domain_scores_gemma":[0.9953783,0.000412606,0.0001262406,0.000354421,0.002303801,0.001424751],"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":[0.00001475725,0.00001332677,0.00004087707,0.00001361755,4.811882e-7,0.00001237939,0.00001263724,0.000004896188,0.00003944283,0.00137865,0.9929271,0.00554184],"study_design_scores_gemma":[0.00001051335,0.000009908284,0.0006543146,0.00003211374,9.608481e-7,0.00001616517,0.00007542525,0.00002297104,0.00005165775,0.0004258687,0.9986946,0.000005503762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005703125,0.0003242219,0.0002224347,0.008590613,0.007080145,0.0001533429,0.005090354,0.001112945,0.9768556],"genre_scores_gemma":[0.0008060043,0.00005699472,0.00004969343,0.001697553,0.0003818993,0.00005608622,0.001051851,0.0003022027,0.9955978],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7467033,"threshold_uncertainty_score":0.361297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02712994090150611,"score_gpt":0.276675318201614,"score_spread":0.2495453773001078,"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."}}