{"id":"W4243514784","doi":"10.1016/j.cattod.2006.02.001","title":"Preface","year":2006,"lang":"en","type":"article","venue":"Catalysis Today","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"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":[0.001197295,0.0009850191,0.0007123608,0.002808339,0.002060347,0.002455735,0.001470778,0.0009307413,0.359248],"category_scores_gemma":[0.006216784,0.0002652098,0.0006937023,0.001836198,0.0004210249,0.002165237,0.001809349,0.002899733,0.2611858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001466487,"about_ca_system_score_gemma":0.001658461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003015455,"about_ca_topic_score_gemma":0.00383841,"domain_scores_codex":[0.9994438,0.00005986145,0.00003042125,0.00008410863,0.0003269065,0.00005487007],"domain_scores_gemma":[0.9969747,0.0003384282,0.0001050723,0.0003776195,0.001767805,0.0004364388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004450289,0.00002701485,0.00006482924,0.0001371414,0.000002731082,0.00003917764,0.00002084192,0.00005485415,0.0003800933,0.003524255,0.9471018,0.04860269],"study_design_scores_gemma":[0.000003523384,0.00001169649,0.0001571012,0.00005248282,0.000002325528,0.00002828022,0.00002023513,0.00002874371,0.0003528238,0.001834209,0.9975043,0.000004352392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001619861,0.01885836,0.01477612,0.02655424,0.3744354,0.0007788717,0.01382176,0.002574732,0.5465807],"genre_scores_gemma":[0.004893519,0.007426955,0.003280294,0.005829904,0.02845442,0.0002641944,0.008545785,0.0007644318,0.9405405],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.359248,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006103872962154354,"score_gpt":0.2193850453787354,"score_spread":0.213281172416581,"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."}}