{"id":"W2948620725","doi":"10.4000/vertigo.20958","title":"Introduction","year":2018,"lang":"en","type":"article","venue":"VertigO","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002641378,0.0006311709,0.0004491934,0.00172627,0.001539189,0.005817565,0.001908623,0.002133468,0.3320523],"category_scores_gemma":[0.009766715,0.0002286008,0.0004613388,0.001951742,0.001108701,0.002422411,0.002652274,0.001897928,0.1642307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00173158,"about_ca_system_score_gemma":0.003865969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0031838,"about_ca_topic_score_gemma":0.004185782,"domain_scores_codex":[0.9971256,0.0003462948,0.0001458854,0.0006166835,0.001428598,0.00033709],"domain_scores_gemma":[0.9942595,0.0008499254,0.0004457587,0.0004434929,0.002345411,0.001655933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001514512,0.0001003966,0.003394188,0.0008066401,0.00001251484,0.0003184848,0.0006864665,0.0001283298,0.001199584,0.03227852,0.5937962,0.3671272],"study_design_scores_gemma":[0.000004176251,0.00001955251,0.001149612,0.0002193204,0.000003126868,0.0002097201,0.0001840736,0.00002341698,0.0001322874,0.002298139,0.9957494,0.000007115853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008796312,0.01597368,0.01258382,0.04562933,0.02387754,0.0005045432,0.01331227,0.002685456,0.876637],"genre_scores_gemma":[0.05433394,0.01393006,0.01057393,0.02628607,0.008976757,0.0004411773,0.01154272,0.001197943,0.8727173],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6679477,"threshold_uncertainty_score":0.9527463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008228267559389801,"score_gpt":0.1908075237140411,"score_spread":0.1825792561546513,"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."}}