{"id":"W1579793494","doi":"10.21236/ada392591","title":"Binary Super Grating (BSG) Self-Collimated Multi-Wavelength Laser","year":2001,"lang":"en","type":"report","venue":"","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Collimated light; Grating; Optics; Binary number; Wavelength; Laser; Physics; Materials science; Mathematics; Arithmetic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002763972,0.0006377139,0.0007105154,0.0002210574,0.00009360813,0.0001238969,0.000268523,0.0007240914,0.001558367],"category_scores_gemma":[0.00009442589,0.0005400717,0.0002434759,0.0003830685,0.00003086506,0.0002051179,0.00008065172,0.000724944,0.0002724878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000264673,"about_ca_system_score_gemma":0.0001730269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002946898,"about_ca_topic_score_gemma":0.0001793107,"domain_scores_codex":[0.9975198,0.00002562125,0.0006641658,0.000495546,0.0005902347,0.0007046558],"domain_scores_gemma":[0.9987742,0.0001220391,0.00007069092,0.0004874576,0.0002986821,0.0002468958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004086598,0.001504103,0.01669718,0.01077599,0.005217719,0.004140098,0.001273547,0.01327118,0.01638412,0.0002498443,0.9130223,0.0174231],"study_design_scores_gemma":[0.0009619209,0.0001059392,0.002230175,0.0006509362,0.0003837578,0.0002190661,0.0004266632,0.2320814,0.005758597,0.00001417077,0.7546002,0.002567195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.478412,0.003899784,0.0001670723,0.00006378223,0.005613082,0.0009781001,0.0002982922,0.006139218,0.5044287],"genre_scores_gemma":[0.8017665,0.05545761,0.03725985,0.0007918026,0.004783079,0.0003745957,0.002939011,0.001892958,0.09473462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.409694,"threshold_uncertainty_score":0.9997051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03791759700828147,"score_gpt":0.2643878499333471,"score_spread":0.2264702529250656,"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."}}