{"id":"W4407347250","doi":"10.1112/mtk.70013","title":"A new construction of forests with low visibility","year":2025,"lang":"en","type":"article","venue":"Mathematika","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Mathematics; Visibility; Statistics; Geography; Meteorology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008236764,0.0003560027,0.0005444895,0.001604112,0.00119457,0.001716452,0.001057105,0.0007086387,0.003696753],"category_scores_gemma":[0.002260454,0.0005580165,0.0006752592,0.0008915616,0.001463876,0.001959819,0.003295569,0.001261416,0.0006702972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005614509,"about_ca_system_score_gemma":0.0005041476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008936977,"about_ca_topic_score_gemma":0.001526526,"domain_scores_codex":[0.9992718,0.000160903,0.00003982295,0.0001571348,0.0002201065,0.0001501895],"domain_scores_gemma":[0.9981186,0.0006159209,0.0001325464,0.0004468877,0.0002644048,0.0004216438],"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":[0.0001251917,0.00009251363,0.001820823,0.0001424268,0.00002472819,0.0005068524,0.0004430485,0.0175294,0.02002446,0.909457,0.0035216,0.04631213],"study_design_scores_gemma":[0.000067065,0.00009804541,0.001228142,0.00008995488,0.00005638737,0.0009133919,0.0001733137,0.1504485,0.01396723,0.7956865,0.03722407,0.00004738816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1202558,0.0004315839,0.862277,0.0003437542,0.0001963095,0.00007660878,0.0002538954,0.000882966,0.0152822],"genre_scores_gemma":[0.6469713,0.0003015272,0.3429506,0.0002121373,0.0001108998,0.0001447166,0.0004410734,0.0003193162,0.00854856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003696753,"threshold_uncertainty_score":0.01236683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005366812480388897,"score_gpt":0.237317777912971,"score_spread":0.2319509654325821,"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."}}