{"meta":{"query_hash":"fcbac3198fa9","filters":{"venue":"Laser Chemistry"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/fcbac3198fa9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Laser+Chemistry"},"results":[{"id":"W1981740722","doi":"10.1155/2010/143684","title":"Carbon Monoxide Oxidation on Nanostructured Pt Thin Films Synthesized by Pulsed Laser Deposition: Insights into the Morphology Effects","year":2010,"lang":"en","type":"article","venue":"Laser Chemistry","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; Centre québécois sur les matériaux fonctionnels","keywords":"Pulsed laser deposition; CO poisoning; Deposition (geology); Carbon monoxide; Thin film; Morphology (biology); Chemical engineering; Torr; Catalysis; Chemistry; Surface roughness; Nanotechnology; Materials science; Composite material; Organic chemistry","score_opus":0.002004906444908638,"score_gpt":0.18047670505823707,"score_spread":0.17847179861332843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981740722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957172,0.0011393966,0.0019114412,0.00005826801,0.000016387216,0.000011454988,0.00006965433,0.00002689753,0.0010492539],"genre_scores_gemma":[0.9961293,0.00069014094,0.002159085,0.00001887508,0.000004479638,0.000012901709,0.00007060918,0.000011610613,0.00090292573],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999291,0.0000048186826,0.000004454029,0.000016620008,0.000033809047,0.000011203302],"domain_scores_gemma":[0.99992347,0.000026926535,0.00001373958,0.000010071119,0.00001910073,0.0000067233955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008408179,0.00019963944,0.00023963912,0.00016869215,0.0001779622,0.0002970092,0.00027218575,0.00047168013,0.0006619065],"category_scores_gemma":[0.00024098612,0.0002197071,0.00014176684,0.00015895405,0.00021614118,0.00024114587,0.00011176962,0.0003411275,0.00016118913],"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":[0.00002004537,0.000004713089,0.000066399036,0.000028216577,0.0000020576317,0.000042786178,0.000011057813,0.00006296357,0.999009,0.000030520918,0.000008023469,0.00071423285],"study_design_scores_gemma":[0.0000035332102,0.000054351112,0.0008197414,0.0000017432192,0.0000043483274,0.00008844009,0.000011044511,0.00056824926,0.9981907,0.00001773352,0.00023823959,0.000001802047],"about_ca_topic_score_codex":0.0005236052,"about_ca_topic_score_gemma":0.0012145675,"teacher_disagreement_score":0.0006619065,"about_ca_system_score_codex":0.00020647582,"about_ca_system_score_gemma":0.000119571436,"threshold_uncertainty_score":0.0022143126},"labels":[],"label_agreement":null},{"id":"W2018902914","doi":"10.1155/2008/416251","title":"Induced Bragg Gratings in Optical Fibers and Waveguides Using an Ultrafast Infrared Laser and a Phase Mask","year":2008,"lang":"en","type":"article","venue":"Laser Chemistry","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Ultrashort pulse; Optics; Grating; Laser; Optoelectronics; Fiber Bragg grating; Materials science; PHOSFOS; Infrared; Phase (matter); Optical fiber; Chemistry; Physics; Fiber optic sensor; Plastic optical fiber","score_opus":0.0210543090080465,"score_gpt":0.24730237470854552,"score_spread":0.22624806570049902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018902914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91131586,0.01404992,0.063615575,0.00027482578,0.00018029378,0.00012762938,0.0001157162,0.0003742346,0.009945869],"genre_scores_gemma":[0.92115796,0.005833011,0.06546783,0.00010389441,0.000043066917,0.000065900895,0.000083504434,0.00004800363,0.0071969233],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997768,0.000021509679,0.000012296681,0.00003828719,0.00011981585,0.000031427397],"domain_scores_gemma":[0.9998996,0.000025129162,0.000042320964,0.0000127018,0.000013826807,0.0000063841135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025261362,0.00024735855,0.00015703954,0.00016393172,0.00013725304,0.00026948607,0.0002856056,0.00027183694,0.0003171288],"category_scores_gemma":[0.00025404326,0.00024039131,0.00016135737,0.00013793555,0.00028184857,0.00041279732,0.00024311044,0.00027932195,0.0001729831],"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":[0.000018603196,0.000013514985,0.00013243935,0.00007007588,0.0000026390528,0.000044554963,0.00004291614,0.00018945134,0.9914957,0.00091826334,0.000065543354,0.007006389],"study_design_scores_gemma":[0.0000060158177,0.000055510205,0.00060407165,0.0000054203138,0.000003503742,0.00014553199,0.000016406235,0.000925886,0.99471915,0.00013672418,0.003376846,0.0000048227944],"about_ca_topic_score_codex":0.0008241593,"about_ca_topic_score_gemma":0.0017084262,"teacher_disagreement_score":0.0008241593,"about_ca_system_score_codex":0.00037830218,"about_ca_system_score_gemma":0.00023873715,"threshold_uncertainty_score":0.0027447343},"labels":[],"label_agreement":null},{"id":"W2020121819","doi":"10.1155/2008/839315","title":"Chemical and Physical Changes Induced in Optical Materials under High-Intensity Laser Irradiation","year":2008,"lang":"en","type":"article","venue":"Laser Chemistry","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Irradiation; Chemistry; Laser; Intensity (physics); Optoelectronics; Optics; Materials science; Nuclear physics; Physics","score_opus":0.013228508589372873,"score_gpt":0.21083243981117847,"score_spread":0.19760393122180558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020121819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968746,0.00034347177,0.0006644432,0.00003266333,0.000009272605,0.000007646724,0.00006647516,0.000019731835,0.001981598],"genre_scores_gemma":[0.9986444,0.000118396885,0.00028556504,0.000017828184,0.000007576508,0.0000065613935,0.000061650906,0.000007013469,0.0008509452],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998779,0.000015078141,0.0000042975316,0.000017944678,0.000044023305,0.000040721854],"domain_scores_gemma":[0.99976903,0.00007636694,0.0000686719,0.000019367322,0.000039085924,0.00002746306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018457466,0.00016314084,0.00011490444,0.0003112158,0.00031696833,0.00026517443,0.00024075073,0.00032096222,0.0023640785],"category_scores_gemma":[0.0003156144,0.00018915963,0.0001558646,0.0003544306,0.00058243325,0.00033096012,0.00014335962,0.0003648863,0.00017778158],"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":[0.00025842173,0.000019405748,0.0006707963,0.0000326927,0.000005958083,0.00010806257,0.00007137985,0.0001331302,0.9975331,0.00022849612,0.00003759449,0.00090104935],"study_design_scores_gemma":[0.000012263084,0.00012284852,0.008043337,0.000002177632,0.000008786693,0.000101019665,0.0000770295,0.0005157391,0.99062294,0.00007184857,0.00041618547,0.000005837168],"about_ca_topic_score_codex":0.00068893825,"about_ca_topic_score_gemma":0.000571688,"teacher_disagreement_score":0.0023640785,"about_ca_system_score_codex":0.00023743823,"about_ca_system_score_gemma":0.0001672212,"threshold_uncertainty_score":0.007908583},"labels":[],"label_agreement":null}]}