{"id":"W4414146786","doi":"10.53733/329","title":"Classification of connected shelves","year":2025,"lang":"en","type":"article","venue":"New Zealand journal of mathematics","topic":"Polynomial and algebraic computation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ericsson (Canada)","funders":"","keywords":"Conjecture; Algebraic number; Polynomial; Computation; Binary number; Idempotence; Symbolic computation; Algebra over a field","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":[0.0001912109,0.0002908904,0.0004617784,0.001493279,0.001203457,0.002211852,0.0005309765,0.0005494045,0.007286628],"category_scores_gemma":[0.001208866,0.0002881838,0.0004629008,0.001129887,0.002565241,0.002342557,0.002211944,0.0009322771,0.000839364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005271112,"about_ca_system_score_gemma":0.0003131796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005544093,"about_ca_topic_score_gemma":0.0005767417,"domain_scores_codex":[0.9996331,0.00003602995,0.00002549612,0.00008614983,0.0001116829,0.0001075204],"domain_scores_gemma":[0.9991682,0.000292306,0.0001512024,0.0001203845,0.0001201513,0.0001478667],"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":[0.000216174,0.00006631874,0.008863231,0.0001405299,0.00002262907,0.0004879298,0.001561948,0.003646665,0.008960566,0.9406202,0.00124395,0.03416995],"study_design_scores_gemma":[0.0000550087,0.0001354433,0.007025375,0.0001045157,0.00003469103,0.001044889,0.002201514,0.0199292,0.0190166,0.93418,0.01622044,0.00005235827],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629854,0.0001220949,0.02289011,0.000129223,0.00001393015,0.00002289593,0.0002162145,0.0001234283,0.01349676],"genre_scores_gemma":[0.9882407,0.00009691798,0.007088528,0.0000308482,0.00001495105,0.00002216232,0.0005457239,0.00003654032,0.00392355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007286628,"threshold_uncertainty_score":0.02437621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857812303265614,"score_gpt":0.2634944568131583,"score_spread":0.2449163337805021,"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."}}