{"id":"W2399837191","doi":"","title":"The Transformation Digraph D","year":2012,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Digraph; Transformation (genetics); Mathematics; Combinatorics; Biology; Genetics","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":[0.0002630604,0.0006095881,0.0006205216,0.001986815,0.001745636,0.003954263,0.0007762453,0.001097538,0.04327903],"category_scores_gemma":[0.001014243,0.0003531569,0.0006480199,0.001777173,0.001419575,0.002554606,0.001536842,0.001744893,0.008627607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349254,"about_ca_system_score_gemma":0.001078227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002466278,"about_ca_topic_score_gemma":0.001815682,"domain_scores_codex":[0.999345,0.00009870598,0.00003586142,0.0002486056,0.0001203088,0.0001515139],"domain_scores_gemma":[0.9993116,0.0001989423,0.00005675764,0.00014059,0.0001665431,0.0001256896],"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":[0.0000518237,0.00005557814,0.000348848,0.00009340817,0.00001688944,0.0003129317,0.0001923325,0.001033891,0.001642506,0.9566425,0.01268771,0.02692152],"study_design_scores_gemma":[0.00002691284,0.00001849017,0.0003510158,0.00003044661,0.0000170957,0.0004002274,0.0002181484,0.00376522,0.001770105,0.8967022,0.09667955,0.00002063477],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09793264,0.0009620869,0.3159574,0.005511236,0.001604331,0.0004485334,0.009839821,0.001483488,0.5662605],"genre_scores_gemma":[0.6360293,0.001815259,0.05298436,0.00207434,0.0003549923,0.0004191424,0.008474443,0.0005634216,0.2972848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04327903,"threshold_uncertainty_score":0.1447828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0261600509953726,"score_gpt":0.2008017119048014,"score_spread":0.1746416609094288,"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."}}