{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003254041,0.00007681017,0.0001009071,0.0000287058,0.00004209866,0.00005457763,0.0001188368,0.00001054823,0.04215446],"category_scores_gemma":[9.807009e-7,0.00004875972,0.00005396612,0.000146338,0.00001671636,0.000109249,0.00003971406,0.00005107295,0.0009104842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008732741,"about_ca_system_score_gemma":0.0000214549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005369625,"about_ca_topic_score_gemma":0.000004637265,"domain_scores_codex":[0.9995422,0.00001168889,0.0001059839,0.0001232836,0.00007126085,0.0001455904],"domain_scores_gemma":[0.999652,0.00001749403,0.00002892833,0.0001963449,0.00004980757,0.0000554149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004586435,0.0001506354,0.09433021,0.00000447013,0.0001276972,9.530054e-7,0.00003800755,0.000003521018,0.001043774,0.3679301,0.3914884,0.1448777],"study_design_scores_gemma":[0.0006100218,0.0001488828,0.009720766,0.00002670706,0.00008094279,0.00000162321,0.000351887,0.01296447,0.03578875,0.1837142,0.7556507,0.0009411126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3824641,0.00001457812,0.07380216,0.000630625,0.00007413746,0.0006718235,0.000002344271,0.0005667786,0.5417735],"genre_scores_gemma":[0.977895,2.513113e-7,0.005744423,0.00006771847,0.0001788036,0.00009380479,0.000004244368,0.000008766307,0.01600704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5954309,"threshold_uncertainty_score":0.9998674,"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."}}