{"id":"W6968014961","doi":"10.5281/zenodo.14792989","title":"mAkE Interim Impact Assessment Report","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","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":[0.03355041,0.003255495,0.001824307,0.01056633,0.004053464,0.01438046,0.007123924,0.00575344,0.1347323],"category_scores_gemma":[0.04491814,0.001490087,0.003597234,0.006195902,0.001698636,0.006068774,0.01177146,0.005675155,0.07221857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00657808,"about_ca_system_score_gemma":0.03158608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.023414,"about_ca_topic_score_gemma":0.01501092,"domain_scores_codex":[0.9665164,0.004188235,0.0009828032,0.001105148,0.02382001,0.003387373],"domain_scores_gemma":[0.9641662,0.00426372,0.001996279,0.003534761,0.02329816,0.002741001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00104533,0.0003760634,0.002696546,0.001507254,0.0001024301,0.0003675545,0.0003480784,0.003898492,0.002043542,0.02045645,0.8645127,0.1026455],"study_design_scores_gemma":[0.00006318279,0.0002780894,0.002308042,0.0003505219,0.00004882834,0.00006456963,0.0002867809,0.0002743943,0.001006903,0.003422322,0.9918516,0.00004480382],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008305306,0.003590685,0.0216317,0.02098384,0.01162463,0.01095095,0.1661986,0.005465928,0.7512484],"genre_scores_gemma":[0.08287174,0.008619901,0.05693834,0.01131242,0.003533967,0.03696014,0.2191176,0.005056912,0.575589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1347323,"threshold_uncertainty_score":0.4507243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09430669956905133,"score_gpt":0.3200433243898193,"score_spread":0.225736624820768,"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."}}