{"id":"W4300868654","doi":"10.55468/gc81","title":"Collections management at the Joggins Fossils Cliffs UNESCO World Heritage Site: a new model?","year":2011,"lang":"en","type":"article","venue":"Geological Curator","topic":"Research Data Management Practices","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; World heritage; Legislation; Library science; Institution; Political science; Geography; World Wide Web; Archaeology; Computer science; Law; Tourism","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007565847,0.0002179491,0.0001875756,0.0001908409,0.0007843248,0.001169874,0.002808157,0.00005936139,0.0007916537],"category_scores_gemma":[0.0001460469,0.0001367257,0.0001025773,0.001786266,0.0001921025,0.005192431,0.003413545,0.0003149027,0.000666931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100074,"about_ca_system_score_gemma":0.00006161806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001950165,"about_ca_topic_score_gemma":0.0009290779,"domain_scores_codex":[0.997431,0.0002585709,0.000313082,0.0007539424,0.0005764242,0.0006669147],"domain_scores_gemma":[0.9977429,0.0002088916,0.0001414309,0.001573005,0.000059994,0.0002737875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008502659,0.000350512,0.001902574,0.00002459617,0.0001463602,0.0002573451,0.0004426644,0.000388548,0.00007999586,0.6909259,0.3009455,0.00445097],"study_design_scores_gemma":[0.001137056,0.0003616945,0.01650641,0.00002576628,0.00007746743,0.00002662403,0.0002029272,0.05795268,0.0002623308,0.03154944,0.8912088,0.0006888293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01523175,0.0004987246,0.6271864,0.01292387,0.0004902784,0.001636555,0.00002592951,0.0006729001,0.3413337],"genre_scores_gemma":[0.3229177,0.0009006081,0.1071803,0.004169384,0.0001893011,0.000448675,0.00001988724,0.00002744131,0.5641468],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6593764,"threshold_uncertainty_score":0.999867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1624327457558467,"score_gpt":0.324864461254413,"score_spread":0.1624317154985663,"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."}}