{"id":"W3101417881","doi":"10.1007/978-3-030-38919-2_10","title":"Burning Two Worlds","year":2020,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Computer graphics (images)","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":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.001095355,0.0006063611,0.0006157499,0.001149662,0.000356492,0.0007115585,0.006640359,0.0002054891,0.00004540474],"category_scores_gemma":[0.0002107954,0.0005713772,0.0001799774,0.001571159,0.001103105,0.000881128,0.003549989,0.001815668,0.0002316762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045149,"about_ca_system_score_gemma":0.0006712588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007002565,"about_ca_topic_score_gemma":0.00002790389,"domain_scores_codex":[0.994642,0.00006885808,0.0005188032,0.002194384,0.001597086,0.00097889],"domain_scores_gemma":[0.9965017,0.0007686935,0.0002493664,0.001821082,0.0002618086,0.0003973741],"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":[0.000008623118,0.00001213369,0.00003500722,0.00002581403,0.00001084859,0.0003365531,0.0005155574,0.02788834,0.0003207445,0.2911458,0.00001824573,0.6796823],"study_design_scores_gemma":[0.0002699601,0.0001402721,0.00001805489,0.0002275577,0.000003351239,0.00006489024,9.17589e-8,0.315226,0.001212682,0.6786699,0.003530266,0.0006368813],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00001646142,0.0005455379,0.9826673,0.001749909,0.001132676,0.0003613986,0.000002985668,0.0003263843,0.01319733],"genre_scores_gemma":[0.1360668,0.00004846288,0.8580738,0.003526209,0.0009700332,0.00001671773,0.000004926681,0.00008681602,0.001206265],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6790454,"threshold_uncertainty_score":0.9996738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539464190771653,"score_gpt":0.2951444031065192,"score_spread":0.2697497611988027,"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."}}