{"meta":{"query_hash":"0319a2bf636d","filters":{"venue":"Laser Technology"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/0319a2bf636d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Laser+Technology"},"results":[{"id":"W2361535644","doi":"","title":"Investigation on ultrasonic crossjet for laser welding","year":2006,"lang":"en","type":"article","venue":"Laser Technology","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Schlieren; Welding; Laser beam welding; Ultrasonic sensor; Nozzle; Optics; Materials science; Aerodynamics; Laser; Ultrasonic welding; Schlieren photography; Schlieren imaging; Flow (mathematics); Acoustics; Mechanical engineering; Mechanics; Flow visualization; Physics; Composite material","score_opus":0.013317335614475343,"score_gpt":0.2204143500062286,"score_spread":0.20709701439175326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361535644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902456,0.00012967117,0.0032095218,0.00094936753,0.0001821018,0.00025146673,0.000026791946,0.0029143817,0.0020911002],"genre_scores_gemma":[0.99411064,0.000029539186,0.005194747,0.000059264807,0.00011434875,0.00012972343,0.000028949213,0.000038101818,0.00029467858],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993322,0.0000042952074,0.00015550127,0.00017220061,0.000063155436,0.0002726554],"domain_scores_gemma":[0.9996588,0.00005746557,0.000025950294,0.00021203702,0.000023370278,0.000022365655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000052294534,0.00013629731,0.0001316322,0.00018256904,0.00008499367,0.000025813315,0.00016153332,0.00027406396,0.000021324859],"category_scores_gemma":[0.000033366476,0.00012747389,0.00004052215,0.00024332482,0.00007560881,0.000047734342,0.000018221339,0.00016334027,0.000022327411],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007675967,0.0001619868,0.023861993,0.00065963104,0.00015082162,0.00005827466,0.00007699619,0.21227925,0.19757959,0.081764065,0.46571183,0.017618792],"study_design_scores_gemma":[0.00019803793,0.00007532073,0.00029608337,0.00004101662,0.000007639934,0.0000047836365,0.000009305852,0.00052049337,0.9236589,0.029881207,0.045153078,0.00015414042],"about_ca_topic_score_codex":0.000023812227,"about_ca_topic_score_gemma":0.000050440358,"teacher_disagreement_score":0.7260793,"about_ca_system_score_codex":0.000046910685,"about_ca_system_score_gemma":0.000006123961,"threshold_uncertainty_score":0.51982343},"labels":[],"label_agreement":null},{"id":"W2366541818","doi":"","title":"Research of high-power multi-mode Er~(3+)/Yb~(3+) co-doped double-cladding optical fiber lasers","year":2006,"lang":"en","type":"article","venue":"Laser Technology","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Materials science; Fiber laser; Optics; Cladding (metalworking); Fiber Bragg grating; Double-clad fiber; Dispersion-shifted fiber; Ytterbium; Plastic-clad silica fiber; Plastic optical fiber; Polarization-maintaining optical fiber; Laser; Optoelectronics; Fiber; Doping; Fiber optic sensor; Physics; Composite material","score_opus":0.022347503017727723,"score_gpt":0.2968104575012136,"score_spread":0.2744629544834859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2366541818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826788,0.0001365672,0.0009014033,0.0002356558,0.00016230524,0.0002866321,0.00006187244,0.0007758282,0.0147609655],"genre_scores_gemma":[0.9921407,0.000018395118,0.0062715816,0.000009537372,0.000038743266,0.00006124192,0.000030683164,0.00006587231,0.0013632524],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99815863,0.000019063758,0.0004176073,0.00034210033,0.00030033715,0.0007622585],"domain_scores_gemma":[0.99905556,0.00010284221,0.000037681017,0.0005992958,0.00012503237,0.00007956834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024119348,0.00023248234,0.00038050863,0.00055721507,0.00008689426,0.000022566826,0.00043981263,0.00052076566,0.00029972804],"category_scores_gemma":[0.000027015623,0.00023143437,0.00007574995,0.0008338501,0.00044837198,0.0000955909,0.0001645623,0.0008154036,0.00025649846],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005741994,0.0013299856,0.0029292232,0.0006423664,0.0005185341,0.00066928705,0.00049329625,0.07666812,0.73952824,0.13255417,0.039634604,0.0044579767],"study_design_scores_gemma":[0.00340953,0.00021404967,0.00063744007,0.00008017037,0.000033605622,0.00005421734,0.0003305988,0.013524838,0.938336,0.0031548417,0.03963867,0.0005860356],"about_ca_topic_score_codex":0.00010136819,"about_ca_topic_score_gemma":0.00012505207,"teacher_disagreement_score":0.19880776,"about_ca_system_score_codex":0.00013409824,"about_ca_system_score_gemma":0.000033981305,"threshold_uncertainty_score":0.943762},"labels":[],"label_agreement":null}]}