{"id":"W4388321666","doi":"10.1093/oso/9780198501657.003.0008","title":"Matrix methods: structure of the domains","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Crystallization and Solubility Studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Scope (computer science); Computer science; Epistemology; Philosophy; 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":[0.001108408,0.0004708708,0.0004335788,0.0006869749,0.0004017969,0.001772161,0.0008743902,0.0006663824,0.01102447],"category_scores_gemma":[0.004256658,0.0002692588,0.0003075448,0.000581265,0.00131974,0.001719154,0.001415742,0.001902569,0.002595955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005848517,"about_ca_system_score_gemma":0.0006112168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008143119,"about_ca_topic_score_gemma":0.0006507275,"domain_scores_codex":[0.9993758,0.0002508044,0.00001974467,0.00008189573,0.0002416295,0.00003015354],"domain_scores_gemma":[0.998654,0.0007424731,0.00006566531,0.0001440373,0.000334285,0.00005943193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001034415,0.00001047894,0.00009477287,0.000144089,0.000006986977,0.00002631833,0.00008739874,0.009138206,0.0009567094,0.958149,0.005091831,0.02628379],"study_design_scores_gemma":[0.00000798045,0.0000158173,0.0001534692,0.00007255276,0.000003087178,0.00004682286,0.0000456788,0.130356,0.0009321813,0.8363143,0.03204413,0.000007891764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.006377137,0.004527693,0.9217795,0.001436669,0.0003273388,0.00006784379,0.0002164597,0.0001658195,0.06510154],"genre_scores_gemma":[0.2683098,0.007780312,0.6273579,0.0008921736,0.0009531783,0.0006549192,0.0006911325,0.000537437,0.09282321],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01102447,"threshold_uncertainty_score":0.03688055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199802276941137,"score_gpt":0.312126300713195,"score_spread":0.2921460730190813,"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."}}