{"id":"W7099690048","doi":"","title":"SERIES Geoheritage 4: Raising Public Awareness of Geological Heritage","year":2016,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Raising (metalworking); World heritage; Promotion (chess); Cultural heritage; Natural heritage; Industrial heritage","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":[0.003228195,0.001347293,0.0004061547,0.003160491,0.003714892,0.003439892,0.003109098,0.002379766,0.144911],"category_scores_gemma":[0.003614979,0.0004627884,0.0003880086,0.002012733,0.00138637,0.002062264,0.003173833,0.001890782,0.03355157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0128575,"about_ca_system_score_gemma":0.02368601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.324573,"about_ca_topic_score_gemma":0.4793249,"domain_scores_codex":[0.9978197,0.0001873904,0.00004805182,0.0002901098,0.001132873,0.0005218561],"domain_scores_gemma":[0.9933606,0.0003348035,0.0002824396,0.0004180417,0.002501664,0.003102445],"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":[0.0000863947,0.0001744659,0.002884287,0.0002484754,0.00001330802,0.0001605436,0.0006218402,0.0002512088,0.002720561,0.003685531,0.9073261,0.08182736],"study_design_scores_gemma":[0.00001458832,0.00004465666,0.01027444,0.00008179325,0.000004235419,0.00007812488,0.0003853391,0.0001323983,0.001584506,0.0003889821,0.9869981,0.00001282498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02993404,0.0080635,0.007383517,0.05496984,0.01754837,0.002010549,0.02732691,0.003747709,0.8490155],"genre_scores_gemma":[0.03852444,0.001972237,0.00310564,0.002010084,0.001501454,0.0004309859,0.01227141,0.0004450393,0.9397386],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.324573,"threshold_uncertainty_score":0.6453675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04040121904965489,"score_gpt":0.2412741583656301,"score_spread":0.2008729393159752,"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."}}