{"id":"W2588117015","doi":"","title":"Droplet Deposition in Solid Ink Printing","year":2009,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Nanomaterials and Printing Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Xerox Foundation","keywords":"Deposition (geology); Inkwell; Materials science; 3D printing; Nanotechnology; Composite material; Geology; Geomorphology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007700738,0.0001539483,0.0002918926,0.00008105307,0.00004465355,0.00001324044,0.0002439812,0.0003174025,0.000627098],"category_scores_gemma":[0.0000101043,0.0002174495,0.00006460509,0.00005193541,0.00001451482,0.000183106,0.00003045614,0.0001365651,0.000008853849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000204596,"about_ca_system_score_gemma":0.00001650338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02289912,"about_ca_topic_score_gemma":0.1143982,"domain_scores_codex":[0.9994479,0.00001432551,0.0001113548,0.0001543329,0.00009453322,0.0001775109],"domain_scores_gemma":[0.9996648,0.000009968792,0.00008419652,0.0001896155,0.00003032168,0.00002111044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001313976,0.00009603935,0.0006077753,0.001630769,0.0001576164,0.00009983865,0.01722663,0.002083455,0.2987564,0.0007726892,0.0004418726,0.6779955],"study_design_scores_gemma":[0.0009780007,0.0001671391,0.8732651,0.001479081,0.0001218518,0.000004188964,0.02339636,0.005595286,0.09327204,0.0002312798,0.0004117348,0.001077944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589496,0.0004839171,0.0001665771,0.00002801629,0.0002459655,0.0001296043,0.000003658589,0.0003953527,0.03959728],"genre_scores_gemma":[0.9950008,0.0006695698,0.003630536,0.000001229923,0.00001680018,1.790128e-7,0.00007672822,0.00001777597,0.0005864203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8726573,"threshold_uncertainty_score":0.9836075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006557114950377001,"score_gpt":0.2157702059021792,"score_spread":0.2092130909518022,"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."}}