{"id":"W2393540806","doi":"10.1145/2902961.2903016","title":"8T1R","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Arizona State University","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000177886,0.0004026591,0.0003480419,0.0003972229,0.0004103112,0.0009201777,0.00112749,0.0009175154,0.03541001],"category_scores_gemma":[0.0004246192,0.0001448885,0.0003235423,0.0003632078,0.000174735,0.0007814722,0.0004634304,0.0003523687,0.02545469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005523937,"about_ca_system_score_gemma":0.000361333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004378156,"about_ca_topic_score_gemma":0.0006804298,"domain_scores_codex":[0.9997266,0.00001534087,0.00001491641,0.00007346984,0.0001320427,0.00003760601],"domain_scores_gemma":[0.9996679,0.00002163435,0.00006230475,0.00006331046,0.0001586052,0.00002619049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004021204,0.0001478462,0.002038528,0.001062118,0.0000709054,0.001177105,0.0001928839,0.002995191,0.5490968,0.03865985,0.07429972,0.3298571],"study_design_scores_gemma":[0.00007163103,0.0008540638,0.002819268,0.0001055789,0.00009507352,0.004197037,0.0001417668,0.01926029,0.3045439,0.005914982,0.6619188,0.00007772369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3125444,0.009961564,0.105881,0.003396917,0.004042207,0.0004337803,0.007242729,0.01143884,0.5450586],"genre_scores_gemma":[0.6484981,0.003217197,0.0754109,0.001776303,0.0006527673,0.000383715,0.008728891,0.001021444,0.2603107],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03541001,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007738636599890636,"score_gpt":0.1832034186769237,"score_spread":0.1754647820770331,"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."}}