{"id":"W58558587","doi":"10.3217/jucs-016-05","title":"JUCS - Journal of Universal Computer Science","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002317291,0.0009361334,0.001497558,0.002235445,0.001657772,0.006976311,0.00176475,0.001425929,0.1176574],"category_scores_gemma":[0.01065773,0.0005077641,0.0009426376,0.002676102,0.001628691,0.005696576,0.003416349,0.004305442,0.05394992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001913021,"about_ca_system_score_gemma":0.003076893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001306537,"about_ca_topic_score_gemma":0.0008589476,"domain_scores_codex":[0.9969568,0.0004848752,0.00029608,0.0007288908,0.001259396,0.0002740017],"domain_scores_gemma":[0.9940795,0.001709435,0.0001973553,0.001752542,0.001589803,0.0006714539],"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":[0.0001545059,0.0001248,0.001009266,0.0007080036,0.00006722548,0.0001623109,0.0001502932,0.002216741,0.001649332,0.1961365,0.4684582,0.3291627],"study_design_scores_gemma":[0.00003384658,0.00005724866,0.001310375,0.0004357772,0.00003062608,0.0004170276,0.00009486509,0.008830176,0.0009339991,0.1390917,0.8487377,0.00002660594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01676434,0.08704384,0.1941397,0.03302575,0.05939265,0.0005211852,0.005283128,0.009307775,0.5945216],"genre_scores_gemma":[0.2078709,0.06394365,0.09734089,0.006865996,0.03393655,0.001121126,0.01419949,0.007497034,0.5672243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1176574,"threshold_uncertainty_score":0.3936033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02620829096731801,"score_gpt":0.2222216581740893,"score_spread":0.1960133672067713,"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."}}