{"id":"W3033584346","doi":"10.1016/j.chempr.2020.05.007","title":"Catalysis, FLPs, and Beyond","year":2020,"lang":"en","type":"article","venue":"Chem","topic":"Organoboron and organosilicon chemistry","field":"Chemistry","cited_by":195,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Harry Frank Guggenheim Foundation; Daniel and Florence Guggenheim Foundation","keywords":"Nanotechnology; Business; Materials science","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":[0.000518725,0.0005600557,0.0004291768,0.0006994745,0.0008924722,0.002468321,0.0009257809,0.0017352,0.01224821],"category_scores_gemma":[0.000495238,0.0002604617,0.0002729557,0.0003492198,0.002688673,0.005215859,0.001794443,0.002091848,0.002679165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137142,"about_ca_system_score_gemma":0.0005829353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461686,"about_ca_topic_score_gemma":0.00170223,"domain_scores_codex":[0.9997088,0.00004295611,0.000006760803,0.00004967642,0.00008380701,0.0001079478],"domain_scores_gemma":[0.9998791,0.00004534009,0.000009128348,0.00002284305,0.00002233565,0.00002122241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005774737,0.00006176863,0.0001285948,0.0003620501,0.00001128476,0.000175665,0.0002099572,0.0004323775,0.01740967,0.8963857,0.0177826,0.06698252],"study_design_scores_gemma":[0.00001482778,0.00008853099,0.000180015,0.0001731755,0.000007437966,0.0002600265,0.0003335955,0.0008248372,0.01979188,0.4209185,0.5573887,0.00001854212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.04375992,0.3249965,0.02229658,0.03704276,0.002819357,0.00004975415,0.0003351167,0.0006104718,0.5680895],"genre_scores_gemma":[0.6729323,0.1912316,0.007625833,0.009449298,0.002092293,0.0001146907,0.0002822943,0.0001809022,0.1160908],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01224821,"threshold_uncertainty_score":0.04097438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009896742833257028,"score_gpt":0.2067419927775447,"score_spread":0.1968452499442877,"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."}}