{"id":"W6950112983","doi":"10.5281/zenodo.2639768","title":"mohamedhegazy/CAVE v1.0.0","year":2019,"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":"Simon Fraser University","funders":"","keywords":"Identification (biology); Process (computing); Product (mathematics)","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":[0.002455213,0.002021299,0.001385221,0.002083325,0.001266762,0.005942092,0.00500969,0.0026522,0.4853388],"category_scores_gemma":[0.006217461,0.001474953,0.001275307,0.002042305,0.001011677,0.004446113,0.004295134,0.002459283,0.5331582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284588,"about_ca_system_score_gemma":0.002710601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01682491,"about_ca_topic_score_gemma":0.02072346,"domain_scores_codex":[0.9986046,0.000166127,0.00006689265,0.0001811128,0.0007437148,0.000237621],"domain_scores_gemma":[0.9975808,0.0003338481,0.000131548,0.0008500891,0.0007084846,0.0003952064],"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":[0.0002121518,0.00001885644,0.0001621094,0.0002194775,0.00001766422,0.00004526325,0.00004390132,0.0002592174,0.0007212799,0.004966041,0.9664186,0.02691546],"study_design_scores_gemma":[0.00007164726,0.00001896335,0.0003303534,0.00008028874,0.00001126981,0.00009475124,0.00001699177,0.0004402796,0.001408124,0.002618657,0.9948643,0.00004446041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.001536229,0.001353742,0.03045971,0.001779995,0.0009343561,0.0003161262,0.1267076,0.3641677,0.4727446],"genre_scores_gemma":[0.01575796,0.0009752861,0.02439699,0.001619391,0.0003619748,0.0005764206,0.2012507,0.2610619,0.4939994],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.4853388,"threshold_uncertainty_score":0.7341017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134537831802769,"score_gpt":0.2469660532928407,"score_spread":0.215620674974813,"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."}}