{"id":"W109866943","doi":"10.1016/j.compstruc.2012.05.005","title":"Dedicated to Daniel Joseph Gorman (1930–2011)","year":2012,"lang":"en","type":"article","venue":"Computers & Structures","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mathematical economics; Calculus (dental); Art history; Computer science; Mathematics; Art; Medicine; Orthodontics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006451544,0.0002470524,0.0002032789,0.00003976167,0.0001815004,0.00002901927,0.0005019084,0.0001294326,0.00228923],"category_scores_gemma":[0.00002316764,0.0002378509,0.00007221744,0.00007126648,0.00008145396,0.0001494106,0.0001897645,0.0002591877,0.000159335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001288863,"about_ca_system_score_gemma":0.00002632158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004742772,"about_ca_topic_score_gemma":7.465889e-7,"domain_scores_codex":[0.9986498,0.00001049732,0.0002412316,0.0003032908,0.0002421048,0.0005531285],"domain_scores_gemma":[0.9989315,0.00004208053,0.00008853602,0.0004984451,0.00003145916,0.0004079471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007900615,0.0001581262,0.00551707,0.0003276025,0.0001788657,0.00002604575,0.002781117,0.0003462398,0.5597244,0.001115661,0.3835187,0.04622713],"study_design_scores_gemma":[0.000346938,0.00001085028,0.0008743572,0.00003314138,0.00002384572,0.00003097154,0.00006615545,0.00004949496,0.202525,0.0002944033,0.7953674,0.0003774533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337229,0.00124347,0.005837798,0.0001858446,0.002853256,0.0001116358,0.00004934411,0.0004633221,0.0555324],"genre_scores_gemma":[0.9854266,0.000007374508,0.009098915,0.0008961495,0.001335159,0.000009455756,0.00006804499,0.00003484262,0.00312348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4118486,"threshold_uncertainty_score":0.9986228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445652913552948,"score_gpt":0.25884756054171,"score_spread":0.2443910314061806,"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."}}