{"id":"W4230988289","doi":"10.1063/1.3567039","title":"New Products","year":2011,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006908709,0.001452939,0.001194587,0.003757405,0.00112077,0.003901303,0.001476949,0.002126498,0.7291587],"category_scores_gemma":[0.002481821,0.0006178383,0.0009529787,0.001437458,0.0005080799,0.002773754,0.00158282,0.002620213,0.6798442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006722548,"about_ca_system_score_gemma":0.001464371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008814558,"about_ca_topic_score_gemma":0.00179031,"domain_scores_codex":[0.9993618,0.00004309883,0.0000218577,0.00008833814,0.0004097515,0.00007529576],"domain_scores_gemma":[0.9986514,0.0001462028,0.0000774258,0.0002018509,0.0006250857,0.000298006],"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":[0.0000615017,0.0001073342,0.00006617781,0.0004539397,0.00000682432,0.00004869089,0.00001855471,0.00002901214,0.002995481,0.001852159,0.752548,0.2418123],"study_design_scores_gemma":[0.00001325566,0.00004077201,0.0001549678,0.00006757668,0.000005323186,0.00006026247,0.00001134441,0.00002674157,0.0007439255,0.0004874185,0.9983836,0.000004785134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001031677,0.01432374,0.003423322,0.003659516,0.01353734,0.0006878696,0.003268916,0.003486647,0.9565809],"genre_scores_gemma":[0.001489325,0.00450644,0.001011684,0.001118259,0.001478106,0.0001123051,0.00150629,0.0003250532,0.9884526],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2708413,"threshold_uncertainty_score":0.3863222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06533964445073638,"score_gpt":0.286026097226225,"score_spread":0.2206864527754887,"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."}}