{"id":"W2147411660","doi":"10.1139/v05-906","title":"FOREWORD / AVANT-PROPOS","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Ammonia Synthesis and Nitrogen Reduction","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[],"category_scores_codex":[0.00008058889,0.00008696009,0.0001337295,0.00003480261,0.00004322787,0.00001389106,0.0001653311,0.00008865956,0.002660288],"category_scores_gemma":[0.00009372761,0.00008184458,0.0001068695,0.00004204111,0.00003603895,0.00009462245,0.000003857565,0.0002284819,0.00005571341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001939332,"about_ca_system_score_gemma":0.0003256532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009825742,"about_ca_topic_score_gemma":0.0002319979,"domain_scores_codex":[0.9993703,0.000003387627,0.0002407747,0.00006757417,0.0000991699,0.0002188461],"domain_scores_gemma":[0.9992078,0.00001384356,0.0001018169,0.0001046002,0.00008238737,0.0004895366],"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":[0.00001841169,0.00001747541,0.0005335219,0.00005804657,0.00009650497,0.00009390954,0.0002826196,0.0009168473,0.9472134,0.00007987831,0.01872253,0.03196682],"study_design_scores_gemma":[0.0001520727,0.000005677106,0.00004139065,0.00004666853,0.00001590832,0.0004067209,0.00009301049,0.0006604922,0.9142668,0.00003814583,0.08416653,0.0001065755],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914866,0.001047837,0.0005655427,0.001207615,0.0002491185,0.00002243105,0.00001251067,0.00001151088,0.005396809],"genre_scores_gemma":[0.9945232,0.000007898514,0.001166137,0.00004701681,0.001016525,7.034857e-7,0.000001364061,0.00001712763,0.003220049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06544399,"threshold_uncertainty_score":0.9982514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007976849807590964,"score_gpt":0.1929666980518398,"score_spread":0.1849898482442489,"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."}}