{"id":"W2145256917","doi":"10.1109/compsac.2005.30","title":"A probabilistic evaluation function for relaxed unification","year":2005,"lang":"en","type":"article","venue":"","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Unification; Probabilistic logic; Formalism (music); Imperfect; Computer science; Algorithm; Theoretical computer science; Function (biology); Mathematics; Artificial intelligence; Programming language","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":[0.0143837,0.001365079,0.00179577,0.003128047,0.001845945,0.004493134,0.002993844,0.002321639,0.004830437],"category_scores_gemma":[0.05268282,0.0008269906,0.002396885,0.002819053,0.003670044,0.009580316,0.004742122,0.004018793,0.001300452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002849344,"about_ca_system_score_gemma":0.002741581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002400524,"about_ca_topic_score_gemma":0.001219976,"domain_scores_codex":[0.984259,0.006060426,0.001178629,0.002007211,0.005473669,0.001021026],"domain_scores_gemma":[0.9820203,0.009481781,0.001342565,0.00266908,0.003993035,0.0004932692],"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":[0.0005644253,0.0001002526,0.002674598,0.0003203221,0.0001434893,0.0002664452,0.0008504117,0.1517629,0.006186517,0.6334885,0.003604087,0.2000381],"study_design_scores_gemma":[0.00003771596,0.0001235643,0.0006389401,0.00008749243,0.0000849393,0.0002357005,0.00009040371,0.6281612,0.007861668,0.3558,0.006762375,0.0001159834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009212714,0.0001398937,0.9873286,0.0002412328,0.00004726919,0.00009711791,0.00009175194,0.0007293849,0.002111987],"genre_scores_gemma":[0.3233666,0.0002719369,0.6705842,0.0002216957,0.0001150042,0.0005285713,0.0004360483,0.0006845719,0.003791349],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0143837,"threshold_uncertainty_score":0.07606918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05624237201837891,"score_gpt":0.2867089297403883,"score_spread":0.2304665577220094,"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."}}