{"id":"W26612779","doi":"10.1111/ele.12548","title":"Analyse waterrobuuste inrichting: Voor nieuwbouw en vitale & kwetsbare functies","year":2012,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Bundesstiftung Umwelt","keywords":"Art; Political science; Humanities","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001593698,0.0006970702,0.0005939042,0.001641632,0.0003174519,0.001981683,0.0004703662,0.0004123543,0.02037142],"category_scores_gemma":[0.004385113,0.0004307856,0.0005704334,0.00219723,0.0005530988,0.001623486,0.0008201372,0.0007525155,0.003308777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009070141,"about_ca_system_score_gemma":0.0006888046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01772998,"about_ca_topic_score_gemma":0.0209495,"domain_scores_codex":[0.9988678,0.0002878397,0.00007155775,0.0002802575,0.0003856867,0.0001068993],"domain_scores_gemma":[0.9985476,0.0009801387,0.0001159333,0.0001151142,0.0001583041,0.0000828226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008707627,0.0004619911,0.1666941,0.001365203,0.0007804588,0.0006370904,0.00556266,0.04507098,0.04925732,0.03189897,0.01712336,0.680277],"study_design_scores_gemma":[0.0001220061,0.0004233677,0.4937509,0.0003296373,0.0003294315,0.0009388855,0.004400609,0.1795961,0.05445443,0.04856911,0.2167383,0.0003472045],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.815465,0.002919931,0.1252424,0.0003838454,0.0001265007,0.0001653093,0.02493745,0.001081037,0.02967857],"genre_scores_gemma":[0.9021854,0.001036978,0.05927201,0.00004690404,0.00002716701,0.0002788356,0.01551168,0.001123194,0.02051774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02037142,"threshold_uncertainty_score":0.06814915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003360727249145851,"score_gpt":0.1811420659063367,"score_spread":0.1777813386571909,"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."}}