{"id":"W2494804365","doi":"10.1007/978-3-319-31742-7_7","title":"Direct-Growth and Self-assembly","year":2016,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in materials","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Nanotechnology; Multitude; Nanolithography; Nanostructure; Self-assembly; Order (exchange); Materials science; Computer science; Fabrication; Business; Political science","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":[0.0001856722,0.00101881,0.0007179015,0.0005245038,0.0005359238,0.00089651,0.0009454952,0.0007401158,0.01189408],"category_scores_gemma":[0.0002281146,0.0007307666,0.00043429,0.0005751846,0.0007673973,0.001599897,0.001433782,0.001816925,0.007936248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006909905,"about_ca_system_score_gemma":0.0002449483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00032171,"about_ca_topic_score_gemma":0.0007928435,"domain_scores_codex":[0.999723,0.00001723202,0.00001138813,0.00007025321,0.000152453,0.00002560834],"domain_scores_gemma":[0.9999338,0.00002540632,0.000005904987,0.00001697508,0.00001201358,0.000005739527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005974939,0.0001794624,0.00009344581,0.002233189,0.00004094924,0.0002313201,0.0004369756,0.002672864,0.3141591,0.2025294,0.03742258,0.439941],"study_design_scores_gemma":[0.00001590674,0.000073685,0.0002098914,0.0001600513,0.00001590518,0.0004654185,0.00003984067,0.004383235,0.2728881,0.0354741,0.686228,0.00004585956],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03366278,0.1935119,0.1513864,0.001526976,0.006433912,0.0002285078,0.0005235767,0.001352696,0.6113732],"genre_scores_gemma":[0.1399958,0.1028284,0.06602187,0.0007565011,0.001126725,0.0005244552,0.001009146,0.001052812,0.6866843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01189408,"threshold_uncertainty_score":0.03978968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008304086080391217,"score_gpt":0.219142705307896,"score_spread":0.2108386192275048,"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."}}