{"id":"W2997522857","doi":"","title":"Thermal Spray Deposition of Metals on Polymer Substrates","year":2019,"lang":"","type":"dissertation","venue":"TSpace","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Deposition (geology); Materials science; Polymer; Thermal spraying; Chemical engineering; Thermal; Metallurgy; Composite material; Engineering; Geology; Meteorology; Physics; Coating","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002358383,0.000505205,0.0007189857,0.0002465917,0.0003897474,0.0002819287,0.0002425176,0.0002942501,0.01285685],"category_scores_gemma":[0.00001880973,0.0004550632,0.0003900578,0.00007985588,0.0001788775,0.0002129724,0.00002180525,0.0003981391,0.0007344916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004893205,"about_ca_system_score_gemma":0.0001645348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002172139,"about_ca_topic_score_gemma":0.003923764,"domain_scores_codex":[0.9978275,0.000196118,0.000608996,0.0004658066,0.000526217,0.0003753503],"domain_scores_gemma":[0.9982441,0.0001394284,0.0007601542,0.0003964503,0.0003708047,0.00008905836],"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":[0.001141546,0.001524143,0.0006997875,0.001569627,0.001600347,0.00002318364,0.1084495,0.0001443896,0.5690487,0.3129885,0.0008449267,0.00196527],"study_design_scores_gemma":[0.0006798122,0.001019742,0.006252388,0.0006877191,0.0005678146,7.765298e-7,0.0320462,0.0001181201,0.9558038,0.0001211805,0.001934479,0.0007679875],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8327876,0.001391178,0.00000143949,0.00009627837,0.00147289,0.0004461649,0.00006938131,0.00001808934,0.163717],"genre_scores_gemma":[0.8402034,0.0001550281,0.000002621779,0.00006118543,0.000312159,0.00001651999,0.0003510855,0.00005622248,0.1588418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3867551,"threshold_uncertainty_score":0.9997901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02981811199776009,"score_gpt":0.3035708650801436,"score_spread":0.2737527530823836,"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."}}