{"id":"W4406638262","doi":"10.1016/b978-0-7506-3993-4.50152-7","title":"10.1016/b978-0-7506-3993-4.50152-7","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Nanomaterials for catalytic reactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007116629,0.00182947,0.00126594,0.001868902,0.001159973,0.003689931,0.002624989,0.003378742,0.9656839],"category_scores_gemma":[0.001094693,0.0007546131,0.0008387927,0.001694869,0.0009190404,0.003999657,0.002749872,0.001841101,0.9812272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008383105,"about_ca_system_score_gemma":0.0007169477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001922743,"about_ca_topic_score_gemma":0.002063327,"domain_scores_codex":[0.9996063,0.00002121724,0.00002400222,0.0001294156,0.0001510449,0.00006803849],"domain_scores_gemma":[0.9989127,0.0003583735,0.00008007793,0.0001502371,0.0002024376,0.0002962806],"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":[0.000148261,0.000101816,0.0002470952,0.0004907617,0.0000165475,0.000123954,0.00006495541,0.0002998203,0.003976347,0.005994174,0.2935843,0.6949519],"study_design_scores_gemma":[0.00001382539,0.00003590438,0.0003029437,0.0001817585,0.000006238872,0.000216783,0.00004411058,0.0001073462,0.0005797321,0.001180317,0.9973195,0.00001156183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002284977,0.0009470574,0.001500123,0.0002833492,0.0002079111,0.0000435684,0.0007436003,0.001080672,0.9949653],"genre_scores_gemma":[0.0005957126,0.0005035035,0.0005560527,0.0001013773,0.00004162674,0.00003015349,0.0005602589,0.0002281443,0.9973832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03431612,"threshold_uncertainty_score":0.04894781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008564631799394342,"score_gpt":0.1780056938301837,"score_spread":0.1694410620307894,"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."}}