{"id":"W4233247246","doi":"10.18785/fa.dg0038","title":"Alberta Roller Armer Papers","year":2008,"lang":"en","type":"preprint","venue":"","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.001698773,0.0008095542,0.0009848239,0.003202836,0.005132131,0.008404532,0.001147982,0.009437066,0.1889478],"category_scores_gemma":[0.008834803,0.0004763998,0.0005053978,0.00285971,0.001614675,0.001950304,0.00149103,0.003581599,0.04844892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01246403,"about_ca_system_score_gemma":0.008252976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1141411,"about_ca_topic_score_gemma":0.1780858,"domain_scores_codex":[0.998244,0.0002519426,0.0000670372,0.0002724598,0.0009257793,0.0002387193],"domain_scores_gemma":[0.9973506,0.0008769525,0.0001089597,0.0002365173,0.001139159,0.0002878818],"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":[0.00001450552,0.000009435142,0.00005760509,0.000028049,0.000007113113,0.00004971726,0.0000471503,0.00009637768,0.00002331917,0.03084491,0.9608641,0.007957661],"study_design_scores_gemma":[0.00001226034,0.000004732285,0.0005457973,0.0001599879,0.00001055651,0.00002621878,0.0001367073,0.0001762484,0.0001085299,0.02341542,0.9753888,0.00001471749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001851168,0.01806477,0.0004887985,0.1114463,0.01864454,0.00004966814,0.002479303,0.0002961654,0.8466792],"genre_scores_gemma":[0.01094877,0.002936218,0.0003118894,0.005474517,0.002641964,0.00002201639,0.0003583043,0.0001350294,0.9771713],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.885859,"threshold_uncertainty_score":0.6320934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104960734070823,"score_gpt":0.2689032658257619,"score_spread":0.2478536584850536,"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."}}