{"id":"W2189148478","doi":"","title":"Fabrication and Characterization of 3D Square Spiral Photonic Crystals","year":2005,"lang":"en","type":"article","venue":"","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Fabrication; Photonic crystal; Yablonovite; Characterization (materials science); Materials science; Photonics; Optoelectronics; Optics; Photonic integrated circuit; Heterojunction; Nanotechnology; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004112934,0.00006434599,0.00009053166,0.00002529092,0.00004552506,0.0000161206,0.00004755354,0.00001615782,0.000916237],"category_scores_gemma":[8.746771e-7,0.00005944104,0.00002449017,0.00008266776,0.00002416142,0.0001201457,0.00002099877,0.00003103428,0.00001054058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007720032,"about_ca_system_score_gemma":0.00001745679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004243886,"about_ca_topic_score_gemma":0.000002110731,"domain_scores_codex":[0.9995642,0.00000669897,0.0001630964,0.0001215718,0.00005717515,0.00008728597],"domain_scores_gemma":[0.9996846,0.00001047893,0.00008969929,0.00013562,0.00004728263,0.00003228691],"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":[0.000003501794,0.0001274702,0.008293636,0.00001053553,0.00001476688,1.475683e-8,0.0001791293,0.00001058216,0.9153461,0.02184404,0.00007465536,0.05409561],"study_design_scores_gemma":[0.001375277,0.00009509719,0.1681451,0.00005120861,0.00007159811,0.000001602782,0.0004720516,0.01946604,0.6814466,0.002702622,0.1256175,0.0005553087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766617,0.00001093222,0.01333947,0.0001620368,0.00001093328,0.0001864257,0.00005333681,0.00001804745,0.009557094],"genre_scores_gemma":[0.9984664,0.000005554675,0.0007357118,0.00003546602,0.00008421526,0.00003849961,0.0001129967,0.000006505295,0.0005146579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2338995,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009179679720374962,"score_gpt":0.2405670424394988,"score_spread":0.2313873627191239,"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."}}