{"id":"W2101318094","doi":"10.1145/2505515.2505599","title":"Originator or propagator?","year":2013,"lang":"en","type":"article","venue":"","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Engineering and Physical Sciences Research Council; Microsoft Research Asia; National Natural Science Foundation of China","keywords":"Propagator; Computer science; Physics; Mathematical physics","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":[0.002386656,0.0006595348,0.0007921415,0.001485442,0.0007996975,0.00211439,0.00122844,0.001986612,0.005991091],"category_scores_gemma":[0.01091397,0.0003610756,0.0008744935,0.001002735,0.001380451,0.006370038,0.0009979954,0.001297514,0.002652095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005829917,"about_ca_system_score_gemma":0.0006853277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002503742,"about_ca_topic_score_gemma":0.00241138,"domain_scores_codex":[0.9985967,0.0006068227,0.00005057206,0.0004874967,0.0001451739,0.0001131683],"domain_scores_gemma":[0.9954923,0.002813269,0.0004879098,0.0006235845,0.0003459878,0.000237014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007378454,0.0002467879,0.08172095,0.0008599862,0.0002710828,0.001558726,0.006190658,0.02222597,0.00948717,0.5601778,0.03729237,0.2792307],"study_design_scores_gemma":[0.0001147522,0.0001541985,0.0117964,0.0002493458,0.0003147401,0.001948301,0.004155566,0.4832025,0.00699944,0.3513252,0.139588,0.0001515122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1367832,0.003625228,0.8050872,0.008508476,0.001129698,0.0002961208,0.001462978,0.001289507,0.04181744],"genre_scores_gemma":[0.8824765,0.001354248,0.09488419,0.000648242,0.0007573555,0.0002351085,0.0006789978,0.0002751936,0.01869018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005991091,"threshold_uncertainty_score":0.02004224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009653856690581646,"score_gpt":0.2559409659775572,"score_spread":0.2462871092869755,"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."}}