{"id":"W6930623944","doi":"10.5281/zenodo.14792990","title":"mAkE Interim Impact Assessment Report","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"European Commission","keywords":"Interim; Stakeholder; Stakeholder engagement; Impact assessment; Portfolio; Focus group; Environmental impact assessment; Stakeholder analysis; Needs assessment","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":[],"consensus_categories":[],"category_scores_codex":[0.03754237,0.003277617,0.00176052,0.01017066,0.004726859,0.01529652,0.007128242,0.006190854,0.1353],"category_scores_gemma":[0.04915407,0.001551649,0.003626253,0.00585508,0.002006592,0.006214592,0.01319824,0.006027891,0.06355117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00686848,"about_ca_system_score_gemma":0.03469107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02338241,"about_ca_topic_score_gemma":0.01596519,"domain_scores_codex":[0.9635204,0.004991006,0.00112705,0.001226391,0.02515388,0.003981316],"domain_scores_gemma":[0.9591038,0.00526414,0.002194097,0.004069261,0.0263712,0.002997573],"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":[0.001298337,0.0004971979,0.003547075,0.001910039,0.0001230684,0.0005227694,0.000566272,0.004438459,0.002601991,0.02395098,0.835659,0.1248849],"study_design_scores_gemma":[0.00007581329,0.0003606647,0.002786165,0.000422145,0.00005356101,0.00007892821,0.0004534067,0.00030631,0.001203715,0.003922317,0.9902829,0.00005412894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01050154,0.003564102,0.02654688,0.02382998,0.0126581,0.01440591,0.1447406,0.005746868,0.7580061],"genre_scores_gemma":[0.09824075,0.008184206,0.06357577,0.01236872,0.003444317,0.04789399,0.1781172,0.004923618,0.5832515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1353,"threshold_uncertainty_score":0.4526235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07237997536724168,"score_gpt":0.351861078772378,"score_spread":0.2794811034051363,"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."}}