{"id":"W1222455463","doi":"","title":"Elementa Naturae Remix","year":2005,"lang":"it","type":"article","venue":"Espace Sculpture","topic":"Ecology, Conservation, and Geographical Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","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":[],"category_scores_codex":[0.001307727,0.001268674,0.001481722,0.002161854,0.002207872,0.004972384,0.00142506,0.001515019,0.3808057],"category_scores_gemma":[0.001358191,0.0004655349,0.0006232826,0.005165371,0.0008540631,0.002518207,0.002804443,0.002700906,0.2601247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001416668,"about_ca_system_score_gemma":0.00135858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01194721,"about_ca_topic_score_gemma":0.01055506,"domain_scores_codex":[0.9992988,0.0001176172,0.00006116979,0.0002110981,0.0002187568,0.00009262304],"domain_scores_gemma":[0.9993225,0.0001280771,0.00005492429,0.0002357016,0.0001801494,0.00007870251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001898981,0.00007671743,0.001274391,0.0009659782,0.00004195486,0.0001261467,0.0005190132,0.00055753,0.002402703,0.04831214,0.2214407,0.7240929],"study_design_scores_gemma":[0.00001209007,0.00001947723,0.001264671,0.0001833763,0.000006378598,0.00008749276,0.00005971007,0.00007418562,0.0001385091,0.002062449,0.9960858,0.000005816605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003720269,0.02466412,0.003554515,0.003944992,0.006411698,0.0001565782,0.007774669,0.00096779,0.9488053],"genre_scores_gemma":[0.01286025,0.01439473,0.005776986,0.0005733924,0.0008874999,0.0003592302,0.005755285,0.0007124692,0.9586802],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3808057,"threshold_uncertainty_score":0.8832055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006474886218571041,"score_gpt":0.2248797999929689,"score_spread":0.2184049137743979,"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."}}