{"id":"W2106358328","doi":"10.6000/1927-5129.2013.09.33","title":"Cost Effective Deposition of Aluminium Oxide Layers","year":2013,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Anodic Oxide Films and Nanostructures","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microstructure; Materials science; Crystallite; Crystallinity; Oxide; Grain size; Aluminium; Deposition (geology); Evaporation; Surface roughness; Composite material; Thermal treatment; Texture (cosmology); Surface finish; Analytical Chemistry (journal); Mineralogy; Metallurgy; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0009068681,0.000114904,0.0002888182,0.0001477185,0.000157222,0.00008957074,0.0004092572,0.00005858379,0.0003940653],"category_scores_gemma":[0.00005854268,0.00007596367,0.00008416981,0.0002792529,0.0005534064,0.000405683,0.00004716701,0.0001149747,0.00004767178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003451394,"about_ca_system_score_gemma":0.0001177901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000800976,"about_ca_topic_score_gemma":0.00000574451,"domain_scores_codex":[0.9984962,0.00005301489,0.0004543953,0.0001679769,0.0005925213,0.000235864],"domain_scores_gemma":[0.998782,0.0001868066,0.000660567,0.000102807,0.0001607785,0.0001070626],"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":[0.00003105366,0.00002612551,0.0004673743,0.00001082575,0.00000609054,0.000001899667,0.0002111072,0.000156935,0.9921252,0.000857692,0.001275255,0.004830474],"study_design_scores_gemma":[0.0003221542,0.0002597069,0.02065284,0.00004140124,0.00002019931,0.00005060865,0.0008259281,0.00004707267,0.975711,0.001810367,0.0001623069,0.00009636092],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951964,0.0001113907,0.001006484,0.0001399773,0.000384397,0.0003511891,0.000003630696,0.000008440429,0.002798067],"genre_scores_gemma":[0.9927832,0.00001051464,0.0069058,0.0001571701,0.0001035739,0.0000153877,2.566767e-7,0.000005137834,0.00001894257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02018546,"threshold_uncertainty_score":0.4314739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228243171727588,"score_gpt":0.2482628449667442,"score_spread":0.2359804132494683,"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."}}