{"id":"W6968579429","doi":"10.5281/zenodo.3612164","title":"DamCB/tyssue: 0.6.8","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sciencetech (Canada); McGill University","funders":"","keywords":"","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":[0.002035486,0.001718141,0.001029716,0.002610639,0.001481521,0.006283887,0.002758456,0.003081878,0.787431],"category_scores_gemma":[0.005679815,0.001430937,0.001178565,0.001552241,0.0009596559,0.004444937,0.004826415,0.002407685,0.8513452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568523,"about_ca_system_score_gemma":0.001633143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009082547,"about_ca_topic_score_gemma":0.008406837,"domain_scores_codex":[0.9990193,0.0001070657,0.00004332021,0.0001420288,0.0004373535,0.0002509333],"domain_scores_gemma":[0.9974837,0.0002703757,0.00008148944,0.0007598575,0.0008400907,0.0005644415],"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":[0.0001420429,0.00001982924,0.00007705361,0.0001230374,0.000004778779,0.00002841411,0.00004224425,0.0001071505,0.0006187015,0.004421379,0.9734883,0.02092699],"study_design_scores_gemma":[0.00002564544,0.00001103951,0.0001231869,0.00003356174,0.000002597177,0.00002811488,0.00001316672,0.0001345588,0.0007279366,0.001222343,0.9976609,0.00001693502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.000794801,0.0003613073,0.01583694,0.001122265,0.001569864,0.0003001415,0.04874419,0.179912,0.7513584],"genre_scores_gemma":[0.004904447,0.000268189,0.005837206,0.0008965862,0.0002098453,0.000232629,0.03951181,0.1095015,0.8386377],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.787431,"threshold_uncertainty_score":0.3032038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03939772811563374,"score_gpt":0.2515617591287214,"score_spread":0.2121640310130876,"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."}}