{"id":"W7084862481","doi":"10.5281/zenodo.17288467","title":"Deliverable 1.3: First version of the priority list of archetypes","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Transports","funders":"European Commission","keywords":"Deliverable; Robustness (evolution); Prioritization; Work (physics); Position paper; Call for bids; Realisation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004985059,0.00006104992,0.0001466782,0.0001806646,0.0006954833,0.0000736184,0.0005617001,0.00004317062,0.004140663],"category_scores_gemma":[0.0003502938,0.00006310371,0.00004955993,0.0006805297,0.0001369464,0.0001595339,0.0004491708,0.0001010173,0.0005570417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007432239,"about_ca_system_score_gemma":0.000004119126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002164442,"about_ca_topic_score_gemma":0.00000268288,"domain_scores_codex":[0.9992878,0.0000259374,0.0003364692,0.0001840099,0.00004027331,0.0001254624],"domain_scores_gemma":[0.999123,0.00001654069,0.000214216,0.0003363707,0.0002899544,0.00001987109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002599006,0.0008827433,0.04688828,0.001504612,0.0003162761,0.000001333155,0.003341327,0.0005364288,0.002186387,0.618752,0.2983634,0.02696729],"study_design_scores_gemma":[0.0003498637,0.00002844392,0.06280769,0.00003790261,0.000004367024,0.000001531453,0.00007084168,0.0003598576,0.0009194487,0.002395366,0.9329548,0.00006991928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.660802,0.0002796139,0.002108753,0.00108608,0.0003022368,0.0003122416,0.0003249636,0.00008942751,0.3346947],"genre_scores_gemma":[0.998271,0.0001028609,0.0001137046,0.00006821617,0.00001973973,1.883835e-8,0.00009521793,0.0001070863,0.001222102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6345913,"threshold_uncertainty_score":0.9967697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02846444684609417,"score_gpt":0.2026883099769916,"score_spread":0.1742238631308974,"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."}}