{"id":"W4309144250","doi":"","title":"A worldwide perspective on viticultural zoning","year":2005,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Zoning; Perspective (graphical); Geography; Environmental planning; Regional science; Political science; Computer science; Artificial intelligence; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.00132964,0.000226471,0.0002011392,0.00002473885,0.0006334308,0.000326131,0.0005633929,0.00009853505,0.000835627],"category_scores_gemma":[0.001249458,0.00009066494,0.0001748846,0.0005369023,0.0001553555,0.0002843118,0.0001867845,0.0003336082,0.0003864539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001835585,"about_ca_system_score_gemma":0.00001892221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00119471,"about_ca_topic_score_gemma":0.00708121,"domain_scores_codex":[0.996794,0.001460195,0.000271428,0.0005179511,0.0004669314,0.0004894907],"domain_scores_gemma":[0.9967309,0.001247288,0.000110135,0.0002041581,0.001448585,0.0002589355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004566191,0.0007088428,0.0009614798,0.00001002833,0.00005249878,0.000009845381,0.007269131,0.00002148034,0.4766348,0.182425,0.003319508,0.3285417],"study_design_scores_gemma":[0.001135375,0.00001236993,0.1391986,0.001122003,0.00005107129,0.00006687726,0.007185752,0.003688168,0.5977445,0.002658587,0.2457018,0.001434843],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8456743,0.0002110684,0.00005529121,0.07261534,0.00003542742,0.000231598,0.00001970388,0.0001823339,0.08097488],"genre_scores_gemma":[0.9763929,0.00008329097,0.001770714,0.0004358385,0.0001139677,0.00003456483,0.00009463415,0.000002608808,0.02107148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3271069,"threshold_uncertainty_score":0.914953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907389745658543,"score_gpt":0.2530699296937233,"score_spread":0.2339960322371378,"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."}}