{"id":"W2168592466","doi":"10.1002/chem.200305009","title":"Promises and Problems of Mesoscale Materials Chemistry or Why Meso?","year":2003,"lang":"en","type":"article","venue":"Chemistry - A European Journal","topic":"Molecular Junctions and Nanostructures","field":"Engineering","cited_by":336,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mesoscale meteorology; Scale (ratio); Control (management); Nanotechnology; Management science; Computer science; Chemistry; Data science; Engineering; Materials science; Physics; Artificial intelligence; Geography; Meteorology; Cartography","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":[0.003633331,0.0005886487,0.0009317305,0.0005901907,0.002087302,0.004138991,0.001121341,0.00296203,0.004754685],"category_scores_gemma":[0.003243447,0.0004842487,0.0004257973,0.0005099188,0.01698581,0.01480953,0.002763007,0.005845584,0.00172814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482089,"about_ca_system_score_gemma":0.001539203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006304221,"about_ca_topic_score_gemma":0.0009281964,"domain_scores_codex":[0.9990683,0.0003116051,0.0000231381,0.0001373822,0.0003339393,0.0001256675],"domain_scores_gemma":[0.9984313,0.0008980054,0.00009598522,0.0002677258,0.0001395509,0.0001675981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002552845,0.00001482337,0.00008205864,0.0002194268,0.000007004247,0.00004451629,0.0003109951,0.0004568303,0.001269512,0.974021,0.007299157,0.01624905],"study_design_scores_gemma":[0.000007922949,0.00002192553,0.0001005118,0.00008524946,0.00000460906,0.00007622003,0.0004022361,0.000845446,0.0009870261,0.8764828,0.1209698,0.00001611463],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01725296,0.3367479,0.1133798,0.406743,0.009510331,0.00005652496,0.000191456,0.0007695409,0.1153486],"genre_scores_gemma":[0.6257083,0.2322833,0.06181654,0.03006812,0.009192238,0.0003528062,0.0001171346,0.0004387919,0.04002278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004754685,"threshold_uncertainty_score":0.01921517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008185652021818337,"score_gpt":0.181101283008039,"score_spread":0.1729156309862206,"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."}}