{"id":"W6960794834","doi":"10.14288/1.0366686","title":"Hotel Vancouver room key","year":2018,"lang":"en","type":"other","venue":"Open Collections","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002213272,0.0002055176,0.0003483098,0.0005464472,0.001761877,0.008609882,0.00333947,0.0001369526,0.1581559],"category_scores_gemma":[0.001080203,0.0001616551,0.0001141254,0.003654567,0.0001000391,0.0001602338,0.002048398,0.0001186528,0.009166845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000671263,"about_ca_system_score_gemma":0.0001945464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01143265,"about_ca_topic_score_gemma":0.08650498,"domain_scores_codex":[0.9968765,0.0001537936,0.0004244656,0.001174236,0.001091475,0.0002794781],"domain_scores_gemma":[0.9968054,0.0002759877,0.0003350888,0.002276194,0.0001795288,0.0001277737],"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":[0.000003996116,0.00005345466,0.000006144392,0.000001292204,0.00003290243,0.000003049069,0.00002266012,0.000008646319,1.188783e-7,0.00003477055,0.996417,0.003415943],"study_design_scores_gemma":[0.0002058849,0.00003266627,0.00001269265,0.00004123595,0.00002108739,0.00000184797,0.0001799342,0.000396907,0.00000157285,0.003878433,0.9950168,0.0002109416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.704409e-7,0.00002531152,0.01064526,0.0000905954,0.01193195,0.0005926003,0.000182979,0.0001424651,0.9763886],"genre_scores_gemma":[0.000004029237,0.000006607077,0.0053471,0.0001948035,0.0005649748,0.00004187214,0.00001965518,0.0001071353,0.9937138],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1489891,"threshold_uncertainty_score":0.9995377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067088768105809,"score_gpt":0.380466850309763,"score_spread":0.2737579734991822,"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."}}