{"id":"W2407014563","doi":"","title":"The PI Index of Gated Amalgam.","year":2009,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Amalgam (chemistry); Mathematics; Index (typography); Pi; Statistics; Geometry; Chemistry; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006709747,0.0005901215,0.0008201482,0.002313981,0.003055374,0.00445916,0.001439044,0.001245775,0.02963868],"category_scores_gemma":[0.004511801,0.0003778214,0.0006363589,0.001982032,0.003169877,0.007056645,0.003430199,0.002453391,0.006110922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408626,"about_ca_system_score_gemma":0.0009462625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008151442,"about_ca_topic_score_gemma":0.0009599859,"domain_scores_codex":[0.9991255,0.0001423166,0.00005574675,0.0001706602,0.0002391145,0.0002665434],"domain_scores_gemma":[0.9986849,0.0003556627,0.0001583314,0.0003147598,0.0002027766,0.0002835262],"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":[0.00009913895,0.0000252628,0.0002660507,0.00004251687,0.00000689109,0.00006021402,0.0001143706,0.0003768834,0.0008856085,0.977005,0.004503191,0.01661483],"study_design_scores_gemma":[0.00001373423,0.00003279055,0.0002735708,0.00003319242,0.00001067827,0.0001644123,0.00008016019,0.003486624,0.001645122,0.9762583,0.01798277,0.00001852509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2230779,0.002130422,0.195817,0.002610839,0.002393501,0.0001578269,0.001140226,0.001936979,0.5707353],"genre_scores_gemma":[0.8710022,0.000837105,0.04637456,0.001180648,0.0006652057,0.0002159537,0.0007918408,0.0008015308,0.07813094],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02963868,"threshold_uncertainty_score":0.09915125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009923892266603762,"score_gpt":0.2351723302930272,"score_spread":0.2252484380264235,"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."}}