{"id":"W4251789155","doi":"10.1007/978-1-4939-7131-2_100598","title":"Link Mining Metric","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Link (geometry); Metric (unit); Computer science; Business; Computer network; Marketing","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":[0.002338653,0.001594652,0.001315519,0.00837007,0.001029506,0.003763284,0.002140406,0.001322421,0.01620002],"category_scores_gemma":[0.01202503,0.000296604,0.0008214089,0.009043154,0.0006417613,0.005997466,0.002132727,0.001760988,0.01147674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001784086,"about_ca_system_score_gemma":0.001905128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283167,"about_ca_topic_score_gemma":0.002236892,"domain_scores_codex":[0.9956632,0.0005905717,0.0002591341,0.0008165997,0.002502976,0.000167482],"domain_scores_gemma":[0.9959978,0.001094164,0.0002013888,0.0009435061,0.001497096,0.0002660884],"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":[0.0001026806,0.00018772,0.001598679,0.0005513465,0.00009769206,0.00007188654,0.00003951704,0.008006461,0.002855759,0.1062484,0.1329296,0.7473102],"study_design_scores_gemma":[0.00003863751,0.000431762,0.003789383,0.0003991153,0.0002045455,0.001672577,0.0001663838,0.1825492,0.01634605,0.3273247,0.4669619,0.0001158693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01957104,0.01405469,0.7038327,0.004987083,0.002947984,0.0008606353,0.01838859,0.007368144,0.2279891],"genre_scores_gemma":[0.2616739,0.01262635,0.5331363,0.001794029,0.002478098,0.001219272,0.03869038,0.002230626,0.1461511],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01620002,"threshold_uncertainty_score":0.05419451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03382464109677667,"score_gpt":0.2577472329209648,"score_spread":0.2239225918241881,"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."}}