{"id":"W2950392347","doi":"","title":"A Second Look at Counting Triangles in Graph Streams","year":2014,"lang":"en","type":"preprint","venue":"Warwick Research Archive Portal (University of Warwick)","topic":"Complexity and Algorithms in Graphs","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Combinatorics; Streaming algorithm; Mathematics; Space (punctuation); Graph; Constant (computer programming); Discrete mathematics; Upper and lower bounds; Computer science; Mathematical analysis","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":[0.003318541,0.001469567,0.002158312,0.002415614,0.001728596,0.00433975,0.004679406,0.002942271,0.02186575],"category_scores_gemma":[0.02386729,0.0009029529,0.002328424,0.003728515,0.003829907,0.03100074,0.004592178,0.00916349,0.003282532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002357965,"about_ca_system_score_gemma":0.001267498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003477983,"about_ca_topic_score_gemma":0.002418211,"domain_scores_codex":[0.9942294,0.001321989,0.0002985934,0.001618041,0.001887339,0.0006446394],"domain_scores_gemma":[0.9725112,0.01598294,0.0009604071,0.006680819,0.002788521,0.001076148],"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":[0.002946723,0.0008088796,0.006370151,0.001201982,0.0003098726,0.0006897138,0.00149037,0.06731615,0.0363741,0.5304664,0.04929976,0.3027259],"study_design_scores_gemma":[0.0002401111,0.0007321996,0.001595212,0.0002008178,0.0001871719,0.001081101,0.0005655657,0.3569983,0.03171058,0.5504106,0.05612458,0.0001537551],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04851519,0.002566221,0.9134517,0.01014385,0.001113956,0.000212518,0.0007220899,0.00281066,0.0204638],"genre_scores_gemma":[0.3268186,0.002637828,0.634576,0.004393718,0.003081897,0.0003281324,0.001944351,0.002196037,0.0240235],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02186575,"threshold_uncertainty_score":0.07314825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04329996312900055,"score_gpt":0.2749172401773892,"score_spread":0.2316172770483886,"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."}}