{"id":"W2404039472","doi":"","title":"Bicircular Matroid Designs.","year":2013,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"BIM and Construction Integration","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Matroid; Mathematics; Combinatorics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000498243,0.0006159364,0.0004863873,0.001269731,0.0008866607,0.00172982,0.0009710662,0.0006184304,0.02173482],"category_scores_gemma":[0.001244163,0.000406638,0.0004838901,0.001156312,0.001020459,0.001811668,0.002359241,0.001279236,0.005213768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007836138,"about_ca_system_score_gemma":0.0005511806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009664595,"about_ca_topic_score_gemma":0.002574104,"domain_scores_codex":[0.9991977,0.0001529912,0.0000502019,0.0001740514,0.0003358918,0.00008922756],"domain_scores_gemma":[0.9994802,0.0000900249,0.00006881423,0.0001409178,0.0001498279,0.000070113],"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":[0.00005769439,0.00004432011,0.0003297027,0.0001575716,0.00002291801,0.0001045713,0.0001432197,0.004668444,0.00481381,0.8798906,0.008362762,0.1014043],"study_design_scores_gemma":[0.0000335361,0.0001250578,0.0008932456,0.00014447,0.00005200756,0.0009471109,0.0004297887,0.02770922,0.009921274,0.7856242,0.1740779,0.00004217709],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05275462,0.001178302,0.6639845,0.0005255131,0.0003206698,0.0001181807,0.001046616,0.0009514748,0.2791202],"genre_scores_gemma":[0.5517563,0.001062217,0.3342692,0.0004687786,0.0001334026,0.0002053494,0.001857453,0.000411416,0.1098359],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02173482,"threshold_uncertainty_score":0.07271028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008514013380461477,"score_gpt":0.1900208887450445,"score_spread":0.181506875364583,"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."}}