{"id":"W1981525483","doi":"10.1016/j.scico.2012.05.006","title":"Invariant assertions, invariant relations, and invariant functions","year":2012,"lang":"en","type":"article","venue":"Science of Computer Programming","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Invariant (physics); Computer science; Invariant polynomial; Finite type invariant; Mathematics; Mathematical analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.003238639,0.0002464573,0.0003131454,0.0004696381,0.0008082344,0.00071502,0.001144098,0.0001054566,0.000009719186],"category_scores_gemma":[0.000139521,0.00020996,0.00008714315,0.001931408,0.0005569657,0.003031538,0.0008366534,0.0002395861,0.00007352672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008718207,"about_ca_system_score_gemma":0.0003541824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001704454,"about_ca_topic_score_gemma":0.00001400323,"domain_scores_codex":[0.9970149,0.0001526887,0.0006048583,0.0006308353,0.0007259328,0.0008707504],"domain_scores_gemma":[0.9979919,0.0001506996,0.0003376145,0.0007895798,0.0003020716,0.0004281933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003058401,0.0002488061,0.01163723,0.00003661643,0.00002488547,0.00000480515,0.002091746,0.00004960691,0.0008973063,0.8750827,0.0002879962,0.1096352],"study_design_scores_gemma":[0.005155612,0.002892354,0.2821091,0.0003911993,0.0003421819,0.002709582,0.003197133,0.3633931,0.009831193,0.07767099,0.2468267,0.005480914],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009732484,0.0004927726,0.9853384,0.0005380971,0.001552666,0.0005378175,9.24854e-7,0.0002679038,0.001538967],"genre_scores_gemma":[0.8117767,0.000007610382,0.187758,0.00007454101,0.0002224133,0.0000425488,0.000003401599,0.00001033062,0.0001044666],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8020442,"threshold_uncertainty_score":0.856192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584949135833708,"score_gpt":0.2523502179027812,"score_spread":0.2265007265444441,"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."}}