{"id":"W2491071597","doi":"","title":"The Formation and Drying of Thin Paint Films Sprayed on a Solid Surface","year":2011,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Solid surface; Materials science; Chemical engineering; Thin film; Composite material; Polymer science; Nanotechnology; Chemistry; Engineering; Chemical physics","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":[0.000187508,0.0001445624,0.0002358895,0.00001620672,0.0001224609,0.000009507637,0.0001630488,0.0001498137,0.0004745452],"category_scores_gemma":[0.00002092845,0.0001404739,0.00006859261,0.00002860948,0.00003199549,0.0002160478,0.00001850339,0.0001226531,0.000004829228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008444789,"about_ca_system_score_gemma":0.00001544136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008132382,"about_ca_topic_score_gemma":0.02270903,"domain_scores_codex":[0.9993909,0.00003014059,0.0001093579,0.0001087131,0.0002123484,0.0001485511],"domain_scores_gemma":[0.9994875,0.00006553029,0.0001289579,0.0001827055,0.00008725801,0.00004808788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.004404892,0.0005203853,0.001003784,0.008750274,0.002798821,0.00003290401,0.3677385,0.04434544,0.09976517,0.009546642,0.004133686,0.4569595],"study_design_scores_gemma":[0.00422184,0.001170615,0.3090828,0.003685067,0.0009513682,0.000002712576,0.3816266,0.2332139,0.0606218,0.0003552183,0.002844387,0.002223633],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936214,0.001436305,0.0002897007,0.00001921998,0.0003067151,0.0002306759,0.00001042456,0.00005326207,0.06143971],"genre_scores_gemma":[0.9967542,0.001261026,0.0007450106,0.000001459078,0.00000566376,2.219259e-7,0.00002365489,0.00001628217,0.001192503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4547359,"threshold_uncertainty_score":0.9984726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177244184111154,"score_gpt":0.2218146112153047,"score_spread":0.2040901928041893,"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."}}