{"id":"W2950622031","doi":"","title":"Chapter 2 - Setting the stage for structured economic assessment: The 6+1 step ELD approach","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"","keywords":"Stage (stratigraphy); Computer science; Geology","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":[0.00594766,0.0009828761,0.0006919875,0.002015726,0.001473963,0.007160453,0.002075381,0.002862297,0.03473234],"category_scores_gemma":[0.008904518,0.0009055345,0.001266388,0.002191663,0.002349062,0.007002788,0.004628468,0.004338055,0.007936707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001982008,"about_ca_system_score_gemma":0.004094925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001827282,"about_ca_topic_score_gemma":0.003646287,"domain_scores_codex":[0.9970771,0.001842955,0.000154757,0.000176394,0.0005757844,0.0001729974],"domain_scores_gemma":[0.9962132,0.002426323,0.0001620043,0.0003956586,0.000649239,0.0001535736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002914987,0.00008424947,0.0007582344,0.0003068231,0.00001876908,0.00009510775,0.0003885755,0.00812919,0.0005852781,0.9131312,0.0115519,0.06492152],"study_design_scores_gemma":[0.00001090697,0.0000252187,0.0004336688,0.0004779063,0.000009939385,0.00006641874,0.0004173785,0.02041424,0.0006670264,0.8878849,0.08957281,0.00001954593],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005186279,0.001450872,0.8412268,0.007826855,0.00051709,0.0008297092,0.0008254532,0.0003929171,0.141744],"genre_scores_gemma":[0.08284078,0.002404945,0.8575596,0.001142943,0.00041624,0.001111911,0.001282147,0.0003107722,0.05293066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03473234,"threshold_uncertainty_score":0.1161913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475909945072872,"score_gpt":0.2336105936001069,"score_spread":0.2188514941493782,"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."}}