{"id":"W6964232954","doi":"10.24433/co.5076807.v1","title":"Benchmark for Cayley graphs","year":2020,"lang":"en","type":"other","venue":"Code Ocean","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Benchmark (surveying); Set (abstract data type); Sequence (biology); Scale (ratio); Quality (philosophy); Test case; Test set","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001067409,0.0004149195,0.0004856535,0.0002819618,0.00004642962,0.00004017722,0.0005204836,0.0003298349,0.004820645],"category_scores_gemma":[0.0001106822,0.0004237963,0.0002640855,0.0002952556,0.00009306947,0.00002256873,0.00008004705,0.0002211953,0.005707029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005187616,"about_ca_system_score_gemma":0.00008866848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000512728,"about_ca_topic_score_gemma":0.0003041902,"domain_scores_codex":[0.9984646,0.00003655664,0.0002024445,0.0006319309,0.0002565616,0.0004078915],"domain_scores_gemma":[0.9988605,0.00004546156,0.0002396744,0.0006053989,0.00003148853,0.0002175159],"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":[0.0000267188,0.00002527847,0.0001809252,0.0001906795,0.0001447871,0.00001260088,0.00007171678,5.02064e-7,0.00006580787,0.003296473,0.995756,0.0002284668],"study_design_scores_gemma":[0.000555357,0.00005380621,0.00003228488,0.0001464186,0.0001279821,0.000002395951,0.00001579094,0.00005405708,0.00005596703,0.001321304,0.997161,0.0004736332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001471339,0.001541398,0.0001115815,0.0001480604,0.0006413571,0.001064294,0.007413604,0.0012422,0.9878228],"genre_scores_gemma":[0.0008611431,0.00005602548,0.002855538,0.0004729829,0.001032602,0.00003099511,0.002247283,0.005262328,0.9871811],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.005166322,"threshold_uncertainty_score":0.9998214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294505366130709,"score_gpt":0.2664278638106731,"score_spread":0.243482810149366,"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."}}