{"id":"W7128735242","doi":"10.5281/zenodo.18621576","title":"TransformDairyNet- Press release #2; Uniting Europe for Sustainable Dairy Innovation in Thessaloniki","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Food Supply Chain Traceability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Vehicle Technologies (Canada)","funders":"European Commission","keywords":"Milestone; Work (physics); Stakeholder; Sustainability; Stakeholder engagement","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003362475,0.000354671,0.0003734946,0.0002998789,0.003718216,0.001606245,0.001641976,0.0002347876,0.002646698],"category_scores_gemma":[0.00474172,0.000245113,0.0001093721,0.004727024,0.0003812393,0.0007890454,0.001022442,0.0006250954,0.0002110775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003999523,"about_ca_system_score_gemma":0.00002101414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003578676,"about_ca_topic_score_gemma":0.00001417144,"domain_scores_codex":[0.9954621,0.001002308,0.001016017,0.0009988399,0.0004226278,0.001098065],"domain_scores_gemma":[0.9961734,0.0002850314,0.000250341,0.000356646,0.002779497,0.0001550919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001817572,0.001967891,0.000131534,0.002133012,0.0001457547,0.00005937544,0.004177232,0.0007253892,0.02072008,0.2374434,0.09605749,0.6346212],"study_design_scores_gemma":[0.001010317,0.000827625,0.003405416,0.0001776285,0.00003170186,0.00001053614,0.004466762,0.00159889,0.001776239,0.002200248,0.9840943,0.000400292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.732861,0.0009797999,0.002349561,0.01751673,0.0003721515,0.00727231,0.001026629,0.001312259,0.2363096],"genre_scores_gemma":[0.9904274,0.0002130128,0.00008677438,0.0003096741,0.0001858909,7.580279e-7,0.002301463,0.0002170623,0.006258014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8880368,"threshold_uncertainty_score":0.9995418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03631361682967327,"score_gpt":0.2508741546842512,"score_spread":0.214560537854578,"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."}}