{"id":"W2240185377","doi":"10.1081/e-elis4-120043865","title":"Canadian Heritage Information Network (CHIN)","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chin; Geography; Computer science; Geology; Paleontology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003121205,0.0001710218,0.0001335754,0.00009613741,0.0005039929,0.0008648019,0.0002176496,0.00002413753,0.007814088],"category_scores_gemma":[0.000001513682,0.000145642,0.00009889533,7.213978e-7,0.0001115068,0.0007945118,0.0000480281,0.000117258,0.004543419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004896394,"about_ca_system_score_gemma":0.00007038334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01965554,"about_ca_topic_score_gemma":0.39611,"domain_scores_codex":[0.9994162,0.000001347441,0.0001657808,0.00009553929,0.0001373955,0.0001837612],"domain_scores_gemma":[0.9995189,0.000009550959,0.0001048124,0.0002087334,0.00003222838,0.0001258205],"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":[0.000001583419,0.000001409129,3.138343e-7,0.00001778376,0.00004659075,0.00000669014,0.0003202374,0.000003172301,2.368085e-10,0.8410144,0.1372157,0.02137208],"study_design_scores_gemma":[0.00002693958,0.00001175292,0.00004458442,0.00003842681,0.00001012486,5.016788e-7,0.000009430561,0.000005478785,2.877455e-9,0.374711,0.6250154,0.0001263098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[8.830152e-7,0.00001365693,0.000006013945,0.0006995586,0.0006734014,0.0001612733,0.0004231758,0.00005148528,0.9979706],"genre_scores_gemma":[0.008942445,0.00002298472,0.00002259361,0.001723035,0.001140172,0.000006109627,0.001147815,0.00001529786,0.9869795],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4877997,"threshold_uncertainty_score":0.9962317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02214697392527092,"score_gpt":0.170600534771281,"score_spread":0.1484535608460101,"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."}}