{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002862116,0.0005157214,0.000792279,0.0003570251,0.0004630847,0.001066037,0.0007647754,0.001061956,0.00323957],"category_scores_gemma":[0.0006680742,0.0005488055,0.0005292441,0.0006238341,0.000730035,0.001026952,0.001129646,0.001285363,0.001857238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008404204,"about_ca_system_score_gemma":0.0003334838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006655247,"about_ca_topic_score_gemma":0.000565477,"domain_scores_codex":[0.999316,0.0001048913,0.00003673516,0.0001923922,0.0002989928,0.00005105222],"domain_scores_gemma":[0.9998097,0.00008516655,0.00002791799,0.00002365811,0.00004108433,0.00001245584],"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":[0.00009902742,0.0001769776,0.0010047,0.002558768,0.00006069825,0.001342925,0.0006671735,0.06202951,0.5072246,0.3010895,0.008569043,0.1151771],"study_design_scores_gemma":[0.00006757854,0.0003870484,0.0006891467,0.0002806849,0.00004053002,0.001126197,0.0001364665,0.2455254,0.503765,0.0623391,0.185508,0.0001347749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08852113,0.06504238,0.7426418,0.00167966,0.002781695,0.0005146138,0.0006170017,0.0007379848,0.09746379],"genre_scores_gemma":[0.6368948,0.04692477,0.2331485,0.0009487432,0.000574892,0.0004418771,0.0006622534,0.0002372411,0.0801668],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00323957,"threshold_uncertainty_score":0.01083744,"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."}}