{"id":"W4243610374","doi":"10.1007/978-1-4939-7131-2_100599","title":"Link Prediction","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Graph Neural Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006816861,0.001498953,0.0007235438,0.002782188,0.0009164473,0.001874562,0.002261736,0.001148429,0.07785881],"category_scores_gemma":[0.003134785,0.0005877477,0.0008896993,0.002935126,0.000398432,0.004251683,0.00146794,0.002227111,0.05372922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007545236,"about_ca_system_score_gemma":0.001008594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00430143,"about_ca_topic_score_gemma":0.006334499,"domain_scores_codex":[0.9995565,0.00003985648,0.00001566379,0.0001804692,0.0001708237,0.00003668895],"domain_scores_gemma":[0.9990557,0.0002324252,0.00003870083,0.0003743967,0.0002495345,0.00004923086],"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":[0.00006749079,0.0001253259,0.0004890672,0.0002538823,0.00004267915,0.00006275949,0.00003482056,0.01662582,0.002503013,0.03834578,0.2320251,0.7094242],"study_design_scores_gemma":[0.00002282656,0.00006494512,0.001030321,0.000310015,0.0001195007,0.0003420534,0.0000630119,0.3434289,0.01486119,0.1939036,0.4457791,0.00007464908],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007174569,0.005800053,0.7045323,0.002315123,0.002273369,0.0004175419,0.01105886,0.02724158,0.2391867],"genre_scores_gemma":[0.1070787,0.008761321,0.4048518,0.00105929,0.00129813,0.0004447956,0.04066068,0.003895241,0.4319502],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07785881,"threshold_uncertainty_score":0.2604637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737780162223927,"score_gpt":0.2207897424201277,"score_spread":0.2034119407978884,"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."}}