{"id":"W3024133463","doi":"10.5281/zenodo.15440518","title":"SOLVENT-CAST DIRECT-WRITE MICROFABRICATION OF THERMOPLASTIC-BASED NANOCOMPOSITE STRUCTURES","year":2013,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Thermoplastic; Nanocomposite; Microfabrication; Materials science; Composite material; Nanotechnology; Polymer chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001083935,0.0002698517,0.0001920579,0.0001736648,0.0001848196,0.0002938829,0.0003571674,0.0002128957,0.001229213],"category_scores_gemma":[0.0002468819,0.0003647197,0.0002430891,0.0001133575,0.0001996802,0.000252519,0.0002128719,0.0005174619,0.0005264254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002773479,"about_ca_system_score_gemma":0.0002321043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004498406,"about_ca_topic_score_gemma":0.002452097,"domain_scores_codex":[0.9999017,0.000004833555,0.000006707495,0.00002852813,0.00004160922,0.00001674337],"domain_scores_gemma":[0.9998554,0.00004958458,0.00003833507,0.00002122235,0.00002221766,0.00001324259],"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":[0.000006084995,0.000006513633,0.00002527405,0.00002552266,0.000001320146,0.00004845973,0.00002297513,0.0002596507,0.9975531,0.0001312631,0.00005732973,0.001862573],"study_design_scores_gemma":[0.000002621807,0.0000128539,0.0001339859,8.523416e-7,0.000001051413,0.000043376,0.000004237109,0.001280973,0.9978104,0.00001497231,0.0006922593,0.000002429332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9051864,0.0006834317,0.08056822,0.0001033899,0.0001082139,0.00009880522,0.0006273544,0.001403269,0.01122095],"genre_scores_gemma":[0.9178646,0.0003917637,0.07334836,0.00004814421,0.00001591824,0.0001158699,0.0003167256,0.0002099162,0.007688711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001229213,"threshold_uncertainty_score":0.004112184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006981433736847916,"score_gpt":0.1952750531350614,"score_spread":0.1882936193982134,"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."}}