{"id":"W2155121477","doi":"10.1145/1321440.1321508","title":"Rk-hist","year":2007,"lang":"en","type":"article","venue":"","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002283025,0.00003091769,0.00002613927,0.00003933347,0.00003115062,0.00008866054,0.0005077301,0.000007491569,0.00004207488],"category_scores_gemma":[0.000003592693,0.00002505213,0.00001236537,0.000153102,0.00000790784,0.0003954151,0.0002036874,0.00002011753,0.0004679827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005599617,"about_ca_system_score_gemma":0.000002707556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001262685,"about_ca_topic_score_gemma":0.000009163695,"domain_scores_codex":[0.9996105,0.000002163728,0.0000558122,0.0001144139,0.00009338368,0.0001237198],"domain_scores_gemma":[0.9996751,0.00001158044,0.000009824209,0.0002633212,0.000008381264,0.00003176875],"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":[2.560295e-7,0.00001405611,0.0001772082,0.000001069572,0.00000229718,0.00001799236,0.00002177142,3.014368e-7,0.00003463638,0.6154668,0.03252875,0.3517348],"study_design_scores_gemma":[0.0001714279,0.00002640095,0.008676834,0.000002007671,0.000001382358,0.000003006773,0.00002087804,0.01075506,0.001610889,0.005386127,0.9731957,0.0001503031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0002070494,0.000007485842,0.7209567,0.0003712982,0.0001753284,0.00001806028,1.123054e-7,0.0001148828,0.2781491],"genre_scores_gemma":[0.2830527,0.000007235142,0.634443,0.003041949,0.0002091025,0.000001462823,0.000005649659,0.000005508556,0.07923342],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9406669,"threshold_uncertainty_score":0.6015127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009623351704832018,"score_gpt":0.2353094375298236,"score_spread":0.2256860858249916,"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."}}