{"id":"W4253943688","doi":"10.1007/978-1-4939-7131-2_101292","title":"Substitution Matrix","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Substitution (logic); Computer science; 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":[0.0005353678,0.001010244,0.0007118203,0.001213374,0.001436497,0.002122343,0.001282228,0.001189704,0.1819359],"category_scores_gemma":[0.001935582,0.0004438732,0.0007191251,0.001027458,0.001183978,0.002530637,0.00171583,0.002103626,0.09900108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005600567,"about_ca_system_score_gemma":0.0009885447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009894695,"about_ca_topic_score_gemma":0.001054169,"domain_scores_codex":[0.999295,0.0001366889,0.00002816631,0.0001913886,0.0002738398,0.00007495951],"domain_scores_gemma":[0.9994888,0.0000942568,0.00001763121,0.0001644409,0.0002024456,0.00003239942],"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":[0.00004088127,0.00002788156,0.00006917752,0.0001096122,0.000008779348,0.0000836621,0.0001071161,0.0009185244,0.003032255,0.8620769,0.0603066,0.07321858],"study_design_scores_gemma":[0.00002111618,0.00003662501,0.0001396566,0.00007860592,0.00001798943,0.000369909,0.0001261478,0.006957941,0.006457529,0.4862731,0.4994859,0.00003546914],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.004024954,0.0005923545,0.2737015,0.001502326,0.002694888,0.0001500586,0.001460831,0.001926799,0.7139462],"genre_scores_gemma":[0.07860794,0.001220831,0.1185632,0.001452216,0.0007293464,0.0002895951,0.00256897,0.002948575,0.7936193],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1819359,"threshold_uncertainty_score":0.6086361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394637887083001,"score_gpt":0.2235391096888969,"score_spread":0.2095927308180669,"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."}}