{"id":"W4243988023","doi":"10.1007/978-1-4939-7131-2_100606","title":"Link-Based Ranking","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Ranking (information retrieval); Computer science; Information retrieval","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":[0.001355544,0.001325493,0.001364525,0.003811504,0.001086044,0.003430623,0.002136339,0.0009084117,0.0381294],"category_scores_gemma":[0.004472104,0.0005094774,0.0008745326,0.006547811,0.0007090049,0.004372951,0.001739296,0.00188985,0.03523429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180339,"about_ca_system_score_gemma":0.00121548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001641077,"about_ca_topic_score_gemma":0.003330006,"domain_scores_codex":[0.9982744,0.0002779677,0.00008420835,0.0003153974,0.0009336277,0.0001144056],"domain_scores_gemma":[0.998431,0.0004518409,0.00005873862,0.000522539,0.0004638901,0.00007185106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004614559,0.00009449067,0.0002158114,0.0003016077,0.00005110332,0.00002318039,0.00003736293,0.007183904,0.001414049,0.07989058,0.1743757,0.736366],"study_design_scores_gemma":[0.00003070561,0.0001359647,0.00113399,0.0001948604,0.00009812609,0.0005051848,0.00009134973,0.09459121,0.007305376,0.3393114,0.5564874,0.0001144542],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004231045,0.01097517,0.8024161,0.001800111,0.002317159,0.0002192291,0.003026353,0.008553682,0.1664611],"genre_scores_gemma":[0.09183685,0.01252764,0.5585392,0.001106519,0.00229865,0.0002739495,0.01202433,0.00291416,0.3184788],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0381294,"threshold_uncertainty_score":0.1275555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552812000136311,"score_gpt":0.2264357580925119,"score_spread":0.2009076380911488,"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."}}