{"id":"W1986525846","doi":"10.1108/14684520710780403","title":"Are co‐linked business web sites really related? A link classification study","year":2007,"lang":"en","type":"article","venue":"Online Information Review","topic":"Web visibility and informetrics","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"World Wide Web; Originality; Context (archaeology); Sample (material); Business; Link (geometry); Value (mathematics); Web site; Computer science; Marketing; The Internet; Geography; Sociology","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":[0.003096744,0.0001980673,0.0003659514,0.0004335301,0.000155862,0.00020164,0.0008299453,0.000109917,0.00004273944],"category_scores_gemma":[0.001694692,0.0001674196,0.00009354673,0.003516568,0.00003256181,0.004058794,0.0001360681,0.000280954,0.0005606812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063808,"about_ca_system_score_gemma":0.0001770695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008200444,"about_ca_topic_score_gemma":0.00003667215,"domain_scores_codex":[0.9972414,0.00007605558,0.001605559,0.000209263,0.0005969825,0.000270785],"domain_scores_gemma":[0.9965311,0.0001593284,0.001217366,0.0009254966,0.001045986,0.0001207101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001563154,0.0007229417,0.02070601,0.003597291,0.00005270955,0.000009500698,0.00111093,0.00007163563,0.00002251288,0.008394858,0.01500133,0.9502946],"study_design_scores_gemma":[0.0007799062,0.0001303764,0.5269078,0.001180741,0.00003741298,0.0000289237,0.0003320992,0.02985709,0.000006050652,0.000163546,0.440169,0.0004070014],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3035477,0.03274285,0.4731806,0.06228299,0.003030472,0.01716021,0.0002936833,0.004522527,0.103239],"genre_scores_gemma":[0.8456693,0.06906189,0.04496956,0.0365215,0.0005268432,0.0001319786,0.002390589,0.00004648584,0.0006818711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9498876,"threshold_uncertainty_score":0.7206609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0534045650550216,"score_gpt":0.3339545615644499,"score_spread":0.2805499965094282,"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."}}