{"id":"W1664375737","doi":"10.1002/latj.201390030","title":"Laser Market at Record High","year":2013,"lang":"en","type":"article","venue":"Laser Technik Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Euros; Laser; Business; Optics; Humanities; Art; 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":["insufficient_payload"],"category_scores_codex":[0.0003190346,0.000179206,0.0001642272,0.0002826915,0.000396942,0.0005651216,0.0002597698,0.0001236072,0.01797436],"category_scores_gemma":[0.00004615409,0.0001474017,0.00006694748,0.0006172071,0.00004244788,0.002513945,0.0001263244,0.0003287969,0.002038238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000571077,"about_ca_system_score_gemma":0.0000153477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002392323,"about_ca_topic_score_gemma":0.00003673283,"domain_scores_codex":[0.9988773,0.0000086502,0.0003573128,0.000179171,0.0002527708,0.0003247215],"domain_scores_gemma":[0.999057,0.00001526499,0.000316509,0.00020022,0.0003932058,0.00001779532],"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":[0.00004689348,0.00009139127,0.02221479,0.00004991212,0.00003063279,0.00003603184,0.000002786173,0.00001176457,0.002143933,0.004196824,0.9211593,0.05001576],"study_design_scores_gemma":[0.001141515,0.00002476692,0.154155,0.0001271278,0.00005526017,0.0001093012,0.00006200447,0.001590087,0.001783053,0.03213543,0.8082347,0.0005817075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8864648,0.00002232693,0.001048964,0.006001314,0.00120705,0.0002458695,0.000001556429,0.0002748716,0.1047333],"genre_scores_gemma":[0.9852787,0.00001990952,0.001293861,0.003088195,0.002210261,0.00002780166,0.00001861213,0.00003671437,0.008025998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1319402,"threshold_uncertainty_score":0.9987388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150111948635251,"score_gpt":0.1958064439641979,"score_spread":0.1843053244778453,"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."}}