{"id":"W2803334365","doi":"10.3233/com-190254","title":"Degrees of categoricity above limit ordinals","year":2019,"lang":"en","type":"preprint","venue":"Computability","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Degree (music); Mathematics; Omega; Combinatorics; Discrete mathematics; Physics; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002010399,0.0004005987,0.0007072159,0.001952263,0.001189908,0.00373177,0.0009297791,0.0009512809,0.003535794],"category_scores_gemma":[0.01047916,0.0005560828,0.001127264,0.001156138,0.005115984,0.00823526,0.004858577,0.002497538,0.0003450576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881894,"about_ca_system_score_gemma":0.0005655934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001084948,"about_ca_topic_score_gemma":0.000943839,"domain_scores_codex":[0.997145,0.0005628597,0.000237887,0.0007276632,0.000811998,0.000514575],"domain_scores_gemma":[0.9872677,0.006528873,0.001023721,0.002259086,0.001355452,0.00156521],"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":[0.000171626,0.00003255236,0.004971113,0.00009601198,0.00002793671,0.0001611158,0.001626013,0.003382048,0.00411915,0.9776497,0.000622082,0.007140679],"study_design_scores_gemma":[0.00003380728,0.00005577009,0.003414093,0.00002802224,0.00002867632,0.0002887433,0.000464233,0.006168641,0.003448158,0.977805,0.008222247,0.00004259253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8542057,0.001064368,0.09075476,0.002400819,0.0001024628,0.00008368486,0.0004892325,0.0003913567,0.05050759],"genre_scores_gemma":[0.9900934,0.0001570839,0.005191365,0.00009920989,0.00006043413,0.00003434653,0.0001347033,0.00002799809,0.004201396],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00373177,"threshold_uncertainty_score":0.01365417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04016338934134797,"score_gpt":0.2745719021321681,"score_spread":0.2344085127908201,"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."}}