{"id":"W4245962026","doi":"10.1142/s012905411402002x","title":"PREFACE","year":2014,"lang":"en","type":"article","venue":"International Journal of Foundations of Computer Science","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Library science; Computer science; Download; World Wide Web","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":[0.001340052,0.0008901092,0.0005687003,0.002926728,0.002347496,0.003182718,0.001211418,0.0009368499,0.4463216],"category_scores_gemma":[0.01184211,0.0002377534,0.0004847608,0.001708567,0.0005509862,0.0022049,0.002140369,0.002562495,0.3001067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00176002,"about_ca_system_score_gemma":0.002209422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003230692,"about_ca_topic_score_gemma":0.00468156,"domain_scores_codex":[0.9992602,0.0001127391,0.00004302057,0.0001286513,0.0003872945,0.00006808411],"domain_scores_gemma":[0.9943481,0.0008083151,0.0001907611,0.0004756346,0.003191506,0.0009857414],"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":[0.00002621559,0.00001775586,0.00008412471,0.00006948512,0.000001470714,0.00002594254,0.00003969925,0.0000439946,0.00009911397,0.004366989,0.9605202,0.03470499],"study_design_scores_gemma":[0.000004167729,0.00001180921,0.0002055052,0.00008759728,0.000001703532,0.00003030302,0.00005452698,0.00002488673,0.00008670448,0.003652047,0.9958369,0.000003981128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001412367,0.01057062,0.007743024,0.0414303,0.3018281,0.0005443981,0.01133026,0.001501409,0.6236395],"genre_scores_gemma":[0.005732147,0.004061727,0.002458326,0.008076322,0.03294739,0.0002707997,0.006262033,0.0007249085,0.9394664],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4463216,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014723471118728,"score_gpt":0.2774837262639221,"score_spread":0.2673364915527349,"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."}}