{"id":"W2324469961","doi":"10.1364/acpc.2014.ath4b.1","title":"Optical Materials and Interconnects","year":2014,"lang":"en","type":"article","venue":"","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Citation; Computer science; Publishing; World Wide Web; Telecommunications; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004467226,0.00004741175,0.00007111559,0.00001251705,0.000007470994,0.00003339621,0.00002934513,0.00002824288,0.0003256701],"category_scores_gemma":[0.00002080808,0.00003625869,0.00000629009,0.00001459154,0.00001547632,0.00004909881,0.00001303957,0.00002267965,0.00006782478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002802028,"about_ca_system_score_gemma":4.419183e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002896687,"about_ca_topic_score_gemma":0.000002940189,"domain_scores_codex":[0.9997708,0.000003715877,0.00005962712,0.0000563972,0.00002480662,0.00008466221],"domain_scores_gemma":[0.9998448,0.00004426554,0.000001966155,0.00005502351,0.000004365115,0.00004957032],"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":[0.000002781114,0.000005595417,0.0001398473,0.00007580032,0.00001669667,0.000001687242,0.00005264978,0.00003408266,0.8732991,0.1181977,0.001344327,0.006829813],"study_design_scores_gemma":[0.0002205652,0.00004206961,0.002009355,0.00002074246,0.000009500611,0.000009003944,0.00004739762,0.007803984,0.9779717,0.00190278,0.009769852,0.0001930527],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637092,0.00003161604,0.0007531054,0.00004470898,0.0001957264,0.00001950966,5.188255e-7,0.0001283111,0.03511733],"genre_scores_gemma":[0.9985487,0.000009696394,0.001179553,0.0001260968,0.00006072863,0.000001518509,8.432765e-7,0.000007535463,0.00006533089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1162949,"threshold_uncertainty_score":0.3565859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006617152729953495,"score_gpt":0.1900846928393986,"score_spread":0.183467540109445,"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."}}