{"id":"W2949623001","doi":"10.1002/chin.201328249","title":"ChemInform Abstract: In situ Spectroscopic Detection of Active Surface Species in Asymmetric Heterogeneous Catalysis","year":2013,"lang":"en","type":"article","venue":"ChemInform","topic":"Surface Chemistry and Catalysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Chemistry; In situ; Catalysis; Nanotechnology; Surface (topology); Combinatorial chemistry; Organic chemistry","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":[0.001002734,0.001115407,0.0006655714,0.002178858,0.0003814044,0.001439066,0.001449854,0.001798432,0.01309863],"category_scores_gemma":[0.001231334,0.0003626352,0.0003820915,0.002026137,0.0007157394,0.00176211,0.0009536158,0.001983907,0.01304709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322234,"about_ca_system_score_gemma":0.001105401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035739,"about_ca_topic_score_gemma":0.001965407,"domain_scores_codex":[0.9995431,0.00004730259,0.00002266423,0.0000760283,0.0002612652,0.00004967419],"domain_scores_gemma":[0.9993107,0.000181155,0.00005399119,0.00003227388,0.0003720492,0.00004988575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000148495,0.00009188156,0.0001776424,0.007376438,0.00009232143,0.0001836826,0.00005147958,0.0003297635,0.01873063,0.01640497,0.5000863,0.4563264],"study_design_scores_gemma":[0.00001289643,0.00004849859,0.0002250548,0.0005514479,0.0000408963,0.0002834197,0.00001711863,0.0001140559,0.01541031,0.0008480354,0.9824325,0.00001569928],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001636037,0.9182168,0.004000376,0.005293204,0.01521605,0.00007338184,0.000512133,0.0002138112,0.05483824],"genre_scores_gemma":[0.01267839,0.9378445,0.002047976,0.003190593,0.005674708,0.00005558303,0.0009246221,0.0000601341,0.03752354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01309863,"threshold_uncertainty_score":0.04381925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007016634832177848,"score_gpt":0.1954443052236173,"score_spread":0.1884276703914395,"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."}}