{"id":"W4406672347","doi":"10.1016/b978-0-08-051219-8.50010-x","title":"10.1016/b978-0-08-051219-8.50010-x","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Laser; Business; Optics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000620511,0.001551983,0.001055643,0.001487684,0.001145149,0.003645639,0.002184774,0.00317695,0.9645756],"category_scores_gemma":[0.0009982469,0.0006211883,0.0006264296,0.001647924,0.000860182,0.003572411,0.002013612,0.001716632,0.9821022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007061175,"about_ca_system_score_gemma":0.0006365129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002418949,"about_ca_topic_score_gemma":0.002628558,"domain_scores_codex":[0.9997135,0.00001676156,0.00001665946,0.0000937111,0.0001044851,0.00005481457],"domain_scores_gemma":[0.9989833,0.0003095303,0.00007743182,0.0001327559,0.0001968067,0.0003001467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001226236,0.00008488585,0.0003099599,0.0003855711,0.00001547977,0.0001212862,0.00007848292,0.000288404,0.003013961,0.007555007,0.3779106,0.610114],"study_design_scores_gemma":[0.00001059021,0.00002996222,0.0003340802,0.0001416247,0.000005162554,0.0001631147,0.00005260404,0.00009818342,0.0003119319,0.0009145131,0.9979297,0.000008520368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000208388,0.0005236771,0.0010008,0.0002700849,0.0001837156,0.00003377299,0.0004654346,0.0007816906,0.9965326],"genre_scores_gemma":[0.0005310592,0.000292334,0.0003591307,0.00009661006,0.00003629652,0.00002327315,0.0002798637,0.0001777372,0.9982036],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03542441,"threshold_uncertainty_score":0.05052865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007452109617360474,"score_gpt":0.1590062324548776,"score_spread":0.1515541228375171,"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."}}