{"id":"W4226486851","doi":"10.5281/zenodo.5659289","title":"ECOBULK WP3 Confidential Deliverables","year":2021,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Material Selection and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AkzoNobel (Canada)","funders":"European Commission","keywords":"Deliverable; Confidentiality; Computer science; Chemistry; Computer security; Engineering; Systems engineering","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":["insufficient_payload"],"category_scores_codex":[0.004502548,0.001664246,0.000919537,0.002638311,0.001201315,0.005203243,0.0030668,0.002018251,0.4298424],"category_scores_gemma":[0.006718852,0.000907775,0.0009114658,0.002975109,0.00056469,0.003040069,0.003395121,0.002261888,0.4632554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002007206,"about_ca_system_score_gemma":0.003105519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004385821,"about_ca_topic_score_gemma":0.003327733,"domain_scores_codex":[0.9953193,0.0003548969,0.000134464,0.0003496594,0.003460529,0.0003811578],"domain_scores_gemma":[0.9954508,0.0004724777,0.0001895821,0.0009265979,0.002636481,0.0003241257],"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":[0.0002005035,0.0001040525,0.0001387565,0.0006666486,0.00001363391,0.00009361078,0.00007462582,0.0003391142,0.007110014,0.003910416,0.9174585,0.06989016],"study_design_scores_gemma":[0.00002027662,0.00004499976,0.0003156173,0.00008430837,0.000007390891,0.00006276509,0.00003861494,0.0001292313,0.005746491,0.001284443,0.9922498,0.00001623704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003854888,0.003821405,0.02947939,0.002939077,0.005147498,0.002089427,0.1364954,0.01210005,0.8040729],"genre_scores_gemma":[0.008931115,0.003203379,0.009925156,0.0007912167,0.0004842001,0.001970602,0.1098101,0.00874508,0.8561391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5701576,"threshold_uncertainty_score":0.8132606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06573690890726817,"score_gpt":0.2693732829174951,"score_spread":0.2036363740102269,"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."}}