{"id":"W2220046779","doi":"10.52842/conf.ecaade.2015.2.573","title":"Cell-Based Venation Systems","year":2015,"lang":"en","type":"article","venue":"eCAADe proceedings","topic":"Greenhouse Technology and Climate Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petiole (insect anatomy); Polygon mesh; Division (mathematics); Point (geometry); Computer science; Biology; Surface (topology); Order (exchange); Botany; Mathematics; Computer graphics (images); Genus; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001439788,0.0001928773,0.000282421,0.000295246,0.0004191102,0.0009412491,0.0006725913,0.000702929,0.005138704],"category_scores_gemma":[0.000645127,0.0001657833,0.0004782143,0.000282316,0.0006571324,0.0005740501,0.0006199929,0.0004157624,0.0009120887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004727075,"about_ca_system_score_gemma":0.0003401563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001172504,"about_ca_topic_score_gemma":0.001373322,"domain_scores_codex":[0.9998761,0.00001988387,0.000006805371,0.00003204756,0.00005137661,0.00001373214],"domain_scores_gemma":[0.9997624,0.0000882441,0.00002086478,0.00005256262,0.00004981186,0.00002618343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004611282,0.00002692444,0.001552885,0.0001108838,0.00002070424,0.0002007377,0.0002775581,0.6246281,0.06745259,0.2485517,0.00133128,0.0558005],"study_design_scores_gemma":[0.00001386028,0.00003786534,0.0005356972,0.000009611044,0.000005827454,0.0001524164,0.00003497153,0.9412627,0.01053364,0.03227372,0.01512152,0.00001818468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1028747,0.0004251341,0.8707176,0.0001617103,0.0001013966,0.00008566681,0.0002344672,0.0007084106,0.02469095],"genre_scores_gemma":[0.7238719,0.0005276288,0.254825,0.00006320131,0.00003541471,0.0001271637,0.0005400688,0.0001519615,0.01985777],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005138704,"threshold_uncertainty_score":0.01719064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535941955013332,"score_gpt":0.1890174341853971,"score_spread":0.1636580146352637,"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."}}