{"id":"W7101063630","doi":"","title":"Authors ’ Correspondence:","year":2015,"lang":"en","type":"article","venue":"","topic":"Chemical Reaction Mechanisms","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Warrant; Conviction; Function (biology); Face (sociological concept); Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007481805,0.00005693252,0.00005654141,0.00001248927,0.00001194515,0.00001568966,0.0001061471,0.00007955828,0.01574452],"category_scores_gemma":[0.0004060713,0.00004954517,0.00002627801,0.00005904023,0.00001429374,0.00004930447,0.00003691171,0.0001053575,0.001654923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006649447,"about_ca_system_score_gemma":0.00004293513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001676081,"about_ca_topic_score_gemma":0.000001523734,"domain_scores_codex":[0.9994758,0.000002793489,0.00008491224,0.0001226696,0.0001975453,0.0001162868],"domain_scores_gemma":[0.9995002,0.00005111943,0.00002094619,0.0001728676,0.00004315226,0.0002117668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002763755,0.0000265903,0.0001275222,0.0000056505,0.000003692287,0.00000539848,0.00006431665,0.000002189624,0.9470859,0.004170957,0.04642471,0.002055503],"study_design_scores_gemma":[0.0001858403,0.000004271036,0.000002460075,0.000003638387,0.000003997186,0.00001378374,0.0002742681,0.0003347898,0.8664135,0.002794551,0.129894,0.00007481229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3344011,0.00001174563,0.001000553,0.0001934792,0.0002021453,0.00001108715,0.000001410809,0.0001746805,0.6640038],"genre_scores_gemma":[0.7463177,9.742182e-7,0.001177421,0.000136455,0.0001043784,0.000004698617,0.000005232684,0.00001020162,0.2522429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4119167,"threshold_uncertainty_score":0.9991224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05581967499162187,"score_gpt":0.291220803282601,"score_spread":0.2354011282909791,"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."}}