{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"fcbac3198fa9","filters":{"venue":"Laser Chemistry"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Stephen J. Mihailov","is_ca":true},{"name":"Dan Grobnic","is_ca":true},{"name":"Christopher W. Smelser","is_ca":true},{"name":"Ping Lu","is_ca":true},{"name":"Robert B. Walker","is_ca":true},{"name":"Huimin Ding","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0210543090080465,"gpt":0.2473023747085455,"spread":0.226248065700499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004789514,0.0002224629,0.0002221219,0.0000351894,0.00006008163,0.00002675624,0.00006976038,0.0001662722,0.00002747843],"category_scores_gemma":[0.00006761305,0.0002481003,0.00002111875,0.0001422596,0.0001122831,0.0002441588,0.00003014676,0.0002737115,0.000001347687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005621658,"about_ca_system_score_gemma":0.00001895474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001168713,"about_ca_topic_score_gemma":0.000003618494,"domain_scores_codex":[0.9990361,0.000007344049,0.0002489281,0.0002880509,0.0001163566,0.0003032268],"domain_scores_gemma":[0.9994833,0.00006204472,0.00002805387,0.0002100688,0.00001900961,0.0001974916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002910525,0.00006949695,0.001641971,0.0001313892,0.00002053127,0.0002223336,0.001506137,0.005861876,0.9898915,0.000001810846,0.00002356614,0.000600271],"study_design_scores_gemma":[0.001827121,0.0000249737,0.0008263896,0.00007413141,0.0000143902,0.0003379699,0.0006351169,0.05216457,0.9435893,0.00005829664,0.00006452962,0.0003831704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983568,0.00003826649,0.0001352429,0.00001121815,0.0000286864,0.00008291772,0.00001215622,0.0001396906,0.001195061],"genre_scores_gemma":[0.9933981,0.00002642548,0.006276158,0.00003793586,0.00006148513,0.000006586398,0.00001735382,0.00004830517,0.0001277056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04630269,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Fatma Saidani","is_ca":true},{"name":"Dominic Rochefort","is_ca":true},{"name":"Mohamed Mohamedi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002004906444908638,"gpt":0.1804767050582371,"spread":0.1784717986133284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001231943,0.0003724506,0.0002901794,0.000040528,0.0002294903,0.00004919613,0.0004838818,0.0005348064,0.0002523842],"category_scores_gemma":[0.000266326,0.0002827998,0.0001245729,0.0002374259,0.0001295585,0.0001110231,0.00008004207,0.0006740899,0.00005298794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206053,"about_ca_system_score_gemma":0.00005913433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001159641,"about_ca_topic_score_gemma":0.0004239718,"domain_scores_codex":[0.9982516,0.0001078665,0.0002874702,0.0005667177,0.0004023015,0.0003840631],"domain_scores_gemma":[0.9984006,0.0003041889,0.0001767858,0.0008922254,0.00008787856,0.0001383239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001976287,0.00005990002,0.00004013865,0.00004722924,0.00007275783,0.00004212515,0.0001899187,0.0002156419,0.9967275,0.00007974807,0.00180559,0.0005218346],"study_design_scores_gemma":[0.0009799524,0.00004416821,0.00008873278,0.0000306112,0.00007135073,0.00002880158,0.00002766417,0.001024663,0.9938425,0.0006138741,0.002927896,0.0003197594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991345,0.0000839143,0.00001044578,0.0004769294,0.0004773407,0.0001608275,0.000001413593,0.0002044232,0.007239744],"genre_scores_gemma":[0.9963868,0.00001441616,0.000146499,0.0005908367,0.0002149365,0.00009190734,0.0004352395,0.00006467431,0.002054736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005185008,"threshold_uncertainty_score":0.9999624,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Irradiation; Chemistry; Laser; Intensity (physics); Optoelectronics; Optics; Materials science; Nuclear physics; Physics","authors":[{"name":"Stavros Pissadakis","is_ca":false},{"name":"Saulius Juodkazis","is_ca":false},{"name":"Jacques Albert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01322850858937287,"gpt":0.2108324398111785,"spread":0.1976039312218056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005394784,0.0001869581,0.0002733623,0.00002193227,0.00002779722,0.00003450265,0.0001005422,0.0001946117,0.00004192058],"category_scores_gemma":[0.00002677067,0.0001890293,0.00001626848,0.00008380314,0.0000715897,0.0001036871,0.0000660397,0.0001628084,0.0000101598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008243114,"about_ca_system_score_gemma":0.00001293808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002415636,"about_ca_topic_score_gemma":0.000001584296,"domain_scores_codex":[0.999248,0.000007387443,0.0001509881,0.000230952,0.0001225368,0.0002401972],"domain_scores_gemma":[0.9996673,0.00002198502,0.00002384909,0.0001772514,0.00002626456,0.00008328202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002307818,0.00003544237,0.00006383737,0.0001358139,0.000008166234,0.00002298943,0.00008858792,0.00002782048,0.9992113,0.000008721408,0.0002955368,0.00007877315],"study_design_scores_gemma":[0.0002793008,0.000007671706,0.001979456,0.00003936018,0.000008089213,0.00003661117,0.00001252622,0.0003017268,0.9965984,0.0004981137,0.00002414904,0.0002146459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989057,0.000007423819,0.00001801523,0.0001821233,0.00009349775,0.00006925196,0.00001395417,0.0004386996,0.0002713235],"genre_scores_gemma":[0.9990416,0.00001814691,0.0004134906,0.00007619765,0.0003139833,0.00002809791,0.00004613869,0.00003727017,0.00002510519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002612883,"threshold_uncertainty_score":0.770839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}