{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001350339,0.0002655016,0.0003646076,0.0002098248,0.002463622,0.002931438,0.0010502,0.0002241687,0.3237662],"category_scores_gemma":[0.0009714248,0.0002655964,0.0001064674,0.0002889548,0.0001865301,0.0002324462,0.001327164,0.0003455078,0.0207365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003495705,"about_ca_system_score_gemma":0.00005624025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004396103,"about_ca_topic_score_gemma":0.000004840918,"domain_scores_codex":[0.9967781,0.0006072564,0.0004800362,0.0006801883,0.0009813384,0.000473059],"domain_scores_gemma":[0.9966801,0.00001729322,0.0002612532,0.0005487321,0.002299411,0.0001931978],"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":[0.00007205325,0.00008887456,4.000075e-7,0.0003618522,0.00005138411,0.00004875769,0.00040017,0.00002029275,0.1569208,0.0003891415,0.8207662,0.02088015],"study_design_scores_gemma":[0.0002173408,0.0001216685,0.00002063427,0.0001087165,0.00003398603,0.0005175999,0.0001284028,0.00001698984,0.02530052,0.00004032424,0.9731914,0.0003024537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02426175,0.001363678,0.0009292688,0.0004228911,0.00406415,0.0007094312,0.001225422,0.001997389,0.965026],"genre_scores_gemma":[0.6969031,0.0134001,0.0009969681,0.0009602421,0.008871136,6.779484e-7,0.03169761,0.0136277,0.2335425],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7314835,"threshold_uncertainty_score":0.9999796,"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."}}