{"id":"W2180352611","doi":"10.6000/2369-3355.2015.02.01.1","title":"Metal Oxide Porous Coatings for Implantant Materials","year":2015,"lang":"en","type":"article","venue":"Journal of Coating Science and Technology","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Passivation; Oxide; Niobium; Titanium; Corrosion; Coating; Metallurgy; Anodizing; Niobium oxide; Nucleation; Alloy; Layer (electronics); Composite material; 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":[0.001587142,0.00009753907,0.0002771015,0.0003705639,0.00005659739,0.00006530686,0.0002524197,0.00007246193,0.000002454484],"category_scores_gemma":[0.0007642174,0.00008254733,0.00001259005,0.0003707308,0.0001747409,0.0002515571,0.0000454393,0.0000889181,0.000001892699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006160556,"about_ca_system_score_gemma":0.00008627378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003311045,"about_ca_topic_score_gemma":5.592939e-7,"domain_scores_codex":[0.9990585,0.000005452011,0.0003764667,0.00008866777,0.000219399,0.0002514966],"domain_scores_gemma":[0.999303,0.00003977816,0.0001521831,0.00009711917,0.0003276468,0.00008029249],"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":[0.000005361807,0.000003502619,0.00004038,0.00002327087,0.000006799792,0.00001128974,0.000074257,0.0002069778,0.9964432,0.001475876,0.0002477257,0.001461368],"study_design_scores_gemma":[0.000364277,0.0001949241,0.00005899322,0.00004475434,0.00001741966,0.001233117,0.0002879119,0.0003530382,0.9940949,0.002217502,0.001022466,0.0001107055],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955523,0.0002535841,0.003144759,0.0001837216,0.0005837614,0.00008455529,0.000005792509,0.0001246679,0.00006687416],"genre_scores_gemma":[0.983008,0.0000134803,0.01686866,0.00001053699,0.00007016967,0.000004681893,2.697321e-7,0.00001435192,0.000009832117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01372391,"threshold_uncertainty_score":0.3366182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409018388244082,"score_gpt":0.2409224445383599,"score_spread":0.2268322606559191,"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."}}