{"id":"W2286424791","doi":"10.71781/11960","title":"Molecular tectonics : supramolecular 2D nanopatterning of surfaces by self-assembly","year":2009,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Surface Chemistry and Catalysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supramolecular chemistry; Nanotechnology; Materials science; Crystallography; Chemistry; Crystal structure","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000009490581,0.0003431929,0.0004523019,0.00002329646,0.00006073459,0.00001929176,0.0002887065,0.00009733094,0.00001580701],"category_scores_gemma":[0.000002232091,0.0003921444,0.00006600707,0.0001082064,0.00001750806,0.0001458766,0.00002784649,0.0002298786,1.842341e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001170123,"about_ca_system_score_gemma":0.0006415472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007284936,"about_ca_topic_score_gemma":0.004116405,"domain_scores_codex":[0.9977542,0.00002629137,0.000389723,0.0002606894,0.001278195,0.0002908618],"domain_scores_gemma":[0.999312,0.000080044,0.000182723,0.0002566,0.00000118461,0.0001674862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006570989,0.00001966718,0.0006101272,0.001090908,0.0003057256,0.00006679181,0.00008556927,0.003104606,0.9915438,0.0001338771,0.0004203091,0.002552868],"study_design_scores_gemma":[0.0001524807,0.0000246581,0.001370197,0.0002074099,0.0001023145,0.0000022221,0.001163653,0.001559831,0.9924862,0.00003471914,0.002535669,0.0003606052],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9178326,0.003554577,0.00002130561,0.00006677949,0.0001301132,0.00009882706,0.0002431172,0.00003301619,0.07801969],"genre_scores_gemma":[0.9972544,0.000545212,0.0002535764,0.00007060255,0.00001072297,0.000005510622,0.0003098372,0.00005287994,0.001497286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0794218,"threshold_uncertainty_score":0.9998531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0009649004765056454,"score_gpt":0.1266963530452219,"score_spread":0.1257314525687163,"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."}}