{"id":"W2255859421","doi":"10.5281/zenodo.10431","title":"v1.01-doi","year":2014,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001603634,0.001946017,0.001469627,0.002227122,0.000815594,0.003296128,0.003911784,0.003201512,0.4696632],"category_scores_gemma":[0.008866343,0.00142467,0.001412487,0.001301763,0.0009735976,0.002781398,0.003323267,0.0037827,0.5734208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196047,"about_ca_system_score_gemma":0.001724063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002595767,"about_ca_topic_score_gemma":0.002054841,"domain_scores_codex":[0.9983164,0.0002018095,0.0001669201,0.0003357949,0.0006848824,0.0002941662],"domain_scores_gemma":[0.9963087,0.0008131366,0.0001665627,0.001138115,0.001185773,0.0003876837],"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":[0.0004782448,0.00005035652,0.0005450769,0.0006549355,0.00004486154,0.00008669186,0.00006561292,0.0007964314,0.004110463,0.006118918,0.9525127,0.03453572],"study_design_scores_gemma":[0.0002912715,0.00006660969,0.0007373336,0.0001676721,0.00001923945,0.0002788347,0.00002503546,0.003184943,0.006719866,0.007708337,0.9806775,0.0001233845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.001516887,0.0005575357,0.06294009,0.0007819815,0.002134684,0.0005204127,0.1310227,0.7484859,0.05203986],"genre_scores_gemma":[0.01836066,0.0007131638,0.04017204,0.001923191,0.0005486,0.001046423,0.2843103,0.5405908,0.1123349],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5303367,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03204699422552372,"score_gpt":0.243197810848137,"score_spread":0.2111508166226133,"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."}}