{"id":"W4398574677","doi":"10.7910/dvn/itvlik/9grjn5","title":"gde-1-1-15.qpj","year":2020,"lang":"zh","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","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":[0.001730093,0.003714184,0.002160595,0.005366869,0.001293922,0.003679049,0.005300914,0.003793483,0.1194301],"category_scores_gemma":[0.00891646,0.001093672,0.002326467,0.008027521,0.0009954922,0.00261153,0.003354601,0.002487372,0.1650287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00226734,"about_ca_system_score_gemma":0.003160723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03570002,"about_ca_topic_score_gemma":0.05680452,"domain_scores_codex":[0.9984277,0.0003159294,0.0001453006,0.0004880445,0.000322127,0.0003009391],"domain_scores_gemma":[0.9973773,0.0006873853,0.0002132766,0.000759336,0.0006063136,0.0003563986],"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":[0.00005378715,0.00001266103,0.0002447002,0.000590932,0.00003182167,0.00001176145,0.00001615702,0.0002094457,0.00009069169,0.0004356198,0.9973159,0.0009864274],"study_design_scores_gemma":[0.000568594,0.00004522084,0.002366901,0.0004103003,0.00005807252,0.00007000282,0.000100994,0.0007257647,0.0004632655,0.002303058,0.9928348,0.00005308101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000103327,0.0001001545,0.00005918743,0.0001143497,0.00004794278,0.00001019411,0.9980955,0.0008602465,0.0006091365],"genre_scores_gemma":[0.0002793097,0.00005909781,0.0001894881,0.00008008182,0.00001019265,0.00004071661,0.9986781,0.0001563888,0.0005064636],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8805699,"threshold_uncertainty_score":0.3995334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02537345997297907,"score_gpt":0.2543526633287907,"score_spread":0.2289792033558116,"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."}}