{"id":"W2891583456","doi":"10.1039/c8cs00117k","title":"Catalysis for the synthesis of methacrylic acid and methyl methacrylate","year":2018,"lang":"en","type":"review","venue":"Chemical Society Reviews","topic":"Polyoxometalates: Synthesis and Applications","field":"Materials Science","cited_by":204,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Mitacs","keywords":"Methacrylic acid; Catalysis; Methyl methacrylate; Methacrylate; Chemistry; Polymer chemistry; Organic chemistry; Copolymer; Polymer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006250389,0.001344217,0.0005636587,0.001214532,0.0004643245,0.0008972441,0.0009071931,0.001169497,0.006270297],"category_scores_gemma":[0.0005183015,0.0005276094,0.000508298,0.001194107,0.0007482558,0.001370629,0.0008961624,0.002745887,0.007317408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009874969,"about_ca_system_score_gemma":0.0008815511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006105767,"about_ca_topic_score_gemma":0.001140771,"domain_scores_codex":[0.9994923,0.00006087439,0.00002837912,0.00008559469,0.0002603516,0.00007252442],"domain_scores_gemma":[0.9998722,0.00003665664,0.00002283903,0.00001740675,0.00003465762,0.00001611314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009233863,0.0002532344,0.0002245717,0.01764128,0.0001475811,0.0005158454,0.0003513117,0.001597662,0.1178786,0.1590693,0.06611558,0.6361127],"study_design_scores_gemma":[0.00000902044,0.00006513935,0.000115113,0.0004157194,0.00001765318,0.0002986265,0.00002392694,0.0002587658,0.02078179,0.004370426,0.9736274,0.00001646409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00237142,0.947103,0.01346236,0.00145061,0.002816672,0.00007637624,0.0001073925,0.0001863069,0.03242593],"genre_scores_gemma":[0.02529953,0.9373806,0.006720538,0.0006063989,0.0006489654,0.000157986,0.0002086869,0.00007287908,0.02890447],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006270297,"threshold_uncertainty_score":0.02097619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08624288364727294,"score_gpt":0.3547005000328987,"score_spread":0.2684576163856257,"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."}}