{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"c671373ced27","filters":{"venue":"Jiguang zazhi"}},"results":[{"id":"W2380500394","doi":"","title":"The effect of intermetallic compounds on laser weldability of dissimilar metal joint between magnesium alloy AZ31B and aluminum alloy 6061","year":2007,"lang":"en","type":"article","venue":"Jiguang zazhi","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Weldability; Materials science; Intermetallic; Welding; Metallurgy; Magnesium; Brittleness; Alloy; Aluminium; Joint (building); Magnesium alloy; Fusion welding; Composite material; Structural engineering","authors":[{"name":"Qian Ming","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009080262161618037,"gpt":0.248954203662768,"spread":0.23987394150115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002221004,0.0002293645,0.0002325416,0.0004136371,0.0002191059,0.0002535419,0.0002077383,0.0002918819,0.001097204],"category_scores_gemma":[0.0005509398,0.0002034243,0.0002353597,0.0002359951,0.0002163352,0.0002634231,0.0002308104,0.000163461,0.0001210087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002975647,"about_ca_system_score_gemma":0.0001351545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002403247,"about_ca_topic_score_gemma":0.004505445,"domain_scores_codex":[0.9997182,0.00002317834,0.00001599544,0.00005563579,0.0001325768,0.00005439365],"domain_scores_gemma":[0.9996042,0.0001040663,0.0001314626,0.00002832152,0.00009438011,0.00003761657],"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":[0.0002801806,0.00001125885,0.002251423,0.00005215221,0.00001515804,0.00007601812,0.00006093926,0.0004589436,0.9947727,0.0000271476,0.00001086817,0.001983181],"study_design_scores_gemma":[0.000007593905,0.0004076271,0.0209598,0.000003450884,0.00003592377,0.00006180319,0.00006167543,0.001474389,0.9767247,0.00001400522,0.0002417728,0.000007142105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988798,0.0002411248,0.000497296,0.000005715995,0.000002580365,0.000004203599,0.0000260466,0.00001332152,0.0003298626],"genre_scores_gemma":[0.9993686,0.00006366878,0.0002314699,0.000003814696,8.218722e-7,0.000002304055,0.00002083958,0.00000565634,0.000302847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002403247,"threshold_uncertainty_score":0.004778564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2366596760","doi":"","title":"Numerical Simulation Study of Temperature Distribution in Bio-tissue Generated by Different Power Pulse Laser","year":2014,"lang":"en","type":"article","venue":"Jiguang zazhi","topic":"Optical Systems and Laser Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec","funders":"","keywords":"Laser; Materials science; Laser power scaling; Power (physics); Optics; Biomedical engineering; Heat transfer; Pulse (music); Thermal; Mechanics; Physics; Thermodynamics","authors":[{"name":"Shan Nin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004392651445815136,"gpt":0.2188743475208754,"spread":0.2144816960750603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003035204,0.0003436269,0.000379844,0.0004166103,0.0006272,0.0006074416,0.0005070507,0.00103063,0.002630694],"category_scores_gemma":[0.0008140613,0.0002743885,0.0006339771,0.0005808184,0.0005950312,0.0005763601,0.0003876995,0.0004172408,0.0002028494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005687854,"about_ca_system_score_gemma":0.0005999154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005879447,"about_ca_topic_score_gemma":0.003123157,"domain_scores_codex":[0.9998195,0.00002812039,0.000012492,0.00003269768,0.00007173462,0.00003544449],"domain_scores_gemma":[0.9996486,0.0001723956,0.00004926788,0.00002601102,0.0000830757,0.00002068867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001298165,0.00005441201,0.004105824,0.0002431821,0.00002093405,0.000431393,0.0003686077,0.954999,0.02372318,0.004163162,0.00115433,0.01060623],"study_design_scores_gemma":[0.00001090109,0.00003080772,0.0007393342,0.00001286116,0.00000712872,0.00005605954,0.00006289835,0.9943424,0.003562543,0.0004683888,0.0006946038,0.00001199652],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6796397,0.00149743,0.2805528,0.001100056,0.0002873328,0.0001268752,0.0006212527,0.001010479,0.03516418],"genre_scores_gemma":[0.9774067,0.0004392589,0.01674548,0.00005073514,0.00001649002,0.000116061,0.0001559861,0.00004088987,0.005028411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005879447,"threshold_uncertainty_score":0.0116905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2358468497","doi":"","title":"Numerical Simulation of Temperature Distribution in Skin Tissue Generated by Different Shape Continuum Laser","year":2014,"lang":"en","type":"article","venue":"Jiguang zazhi","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec","funders":"","keywords":"Laser; Thermal conduction; Materials science; Gauss; Plane (geometry); Thermal; Optics; Heat transfer; Physics; Mechanics; Geometry; Mathematics; Thermodynamics; Composite material","authors":[{"name":"Shan Nin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00474208624999597,"gpt":0.2245688895992055,"spread":0.2198268033492095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002146424,0.0002584333,0.0003018064,0.0002789917,0.0004341421,0.0003936416,0.000460447,0.0007469022,0.00189937],"category_scores_gemma":[0.0005393627,0.0002265365,0.0004995665,0.0003521303,0.0004699363,0.0004251279,0.0002828592,0.0002997826,0.0001308198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004764257,"about_ca_system_score_gemma":0.0004396026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004464223,"about_ca_topic_score_gemma":0.001925602,"domain_scores_codex":[0.9998968,0.00001852475,0.000005686662,0.00001847088,0.00003900549,0.00002155777],"domain_scores_gemma":[0.9997758,0.0001192015,0.00003046853,0.00001540275,0.0000437093,0.00001530824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008440622,0.00003584891,0.001649485,0.0001142903,0.00001254675,0.000248167,0.0001774979,0.9666394,0.02303424,0.002810332,0.0004090157,0.004784764],"study_design_scores_gemma":[0.00000915922,0.00002378047,0.0004375821,0.000005056071,0.000003707562,0.00003243146,0.00003412488,0.9959689,0.002795597,0.0003649446,0.0003176125,0.000007084085],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7364588,0.0007023536,0.239877,0.0005353671,0.0001333593,0.00008267705,0.0003454737,0.0006950917,0.0211699],"genre_scores_gemma":[0.9816921,0.0001979807,0.01471538,0.00002463417,0.000007507476,0.00006976031,0.00009044709,0.00002693465,0.003175142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004464223,"threshold_uncertainty_score":0.008876443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2373194549","doi":"","title":"Comprehensive rehabilitation measure treatment on spinal cord injury central pain of clinical observation","year":2011,"lang":"en","type":"article","venue":"Jiguang zazhi","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"McGill Pain Questionnaire; Medicine; Spinal cord injury; Rehabilitation; Physical therapy; Anesthesia; Spinal cord; Amitriptyline; Transcutaneous electrical nerve stimulation; Visual analogue scale; Activities of daily living; Physical medicine and rehabilitation","authors":[{"name":"Xia Xin-shu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3251931749361635,"gpt":0.474125091446599,"spread":0.1489319165104356,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001264589,0.0001762667,0.000275605,0.0002429957,0.000275496,0.00006400957,0.0001160581,0.000122539,0.0014968],"category_scores_gemma":[0.000415701,0.00004076224,0.0002152663,0.0001354986,0.00009634621,0.00006337679,0.0002008364,0.0001398382,0.00006245024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195996,"about_ca_system_score_gemma":0.0002992621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056911,"about_ca_topic_score_gemma":0.004008109,"domain_scores_codex":[0.9999034,0.00002839014,0.00000773029,0.00001122421,0.00002013155,0.00002906445],"domain_scores_gemma":[0.9999084,0.00001238023,0.00002559263,0.000004095817,0.00001209794,0.00003741954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01106265,0.01106163,0.2041844,0.002509505,0.000871452,0.001559184,0.00112659,0.001873051,0.03742038,0.0002190773,0.002685292,0.725427],"study_design_scores_gemma":[0.001302091,0.01594904,0.9775906,0.0001160262,0.0002792457,0.0009804507,0.0001996678,0.0006750167,0.001399431,0.00006858695,0.001429274,0.00001058781],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970516,0.001619846,0.0001165393,0.00005677815,0.000006427923,0.0000811965,0.00003282168,0.000009179624,0.001025477],"genre_scores_gemma":[0.9989286,0.000512015,0.0001725031,0.00003035831,0.00000939553,0.00005943716,0.00007044921,5.159839e-7,0.0002166777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0014968,"threshold_uncertainty_score":0.005007267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2388684305","doi":"","title":"Numerical simulation of Two-dimension transient temperature distribution in biological tissue generated by high power Laser","year":2013,"lang":"en","type":"article","venue":"Jiguang zazhi","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec","funders":"","keywords":"Laser; Biological tissue; Materials science; Thermal conduction; Irradiation; Optics; RADIUS; Transient (computer programming); Pulse (music); Heat transfer; Mechanics; Physics; Composite material","authors":[{"name":"Shan Nin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006773148006797999,"gpt":0.2318010528330937,"spread":0.2250279048262957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002300584,0.0002885366,0.0003274463,0.0002812457,0.0004446183,0.0004577817,0.0005093415,0.0009376714,0.001640921],"category_scores_gemma":[0.000585201,0.0002773836,0.0005062396,0.0004045584,0.0005736224,0.0004615172,0.0002947477,0.0003466022,0.0001255737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005372572,"about_ca_system_score_gemma":0.0005040555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004910292,"about_ca_topic_score_gemma":0.002052484,"domain_scores_codex":[0.9998933,0.0000213497,0.000005786581,0.00001750974,0.00003714797,0.00002479166],"domain_scores_gemma":[0.999724,0.0001463768,0.00003964539,0.00002025939,0.00004958374,0.00002014972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006343096,0.00003054789,0.0013516,0.00007770576,0.00001142136,0.0001891856,0.0001155608,0.9783608,0.01472761,0.002143097,0.0002943333,0.002634742],"study_design_scores_gemma":[0.000006278429,0.00001580736,0.0003372381,0.000003018166,0.000002631063,0.0000200428,0.00001832183,0.9977481,0.001472554,0.0002102866,0.0001606872,0.000005126861],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7334704,0.0005661447,0.2460268,0.0005224197,0.0001300041,0.00006615547,0.0002971065,0.0007439583,0.01817688],"genre_scores_gemma":[0.9862733,0.0001702224,0.01048286,0.00002329358,0.000007855187,0.00006243305,0.00007728976,0.00002584164,0.002876778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004910292,"threshold_uncertainty_score":0.00976342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2366002344","doi":"","title":"Influence Trend Study of Temperature Distribution in Skin Tissue Generated by Different Wavelength Pulse Laser","year":2014,"lang":"en","type":"article","venue":"Jiguang zazhi","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec","funders":"","keywords":"Laser; Wavelength; Materials science; Optics; Thermal conduction; Attenuation; Pulse (music); Thermal; Optoelectronics; Physics; Composite material","authors":[{"name":"Shan Nin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003481972609604189,"gpt":0.2042833096212842,"spread":0.20080133701168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000112476,0.0001546262,0.0001094448,0.000304964,0.0001165881,0.000190973,0.0001866076,0.0002407603,0.0009729972],"category_scores_gemma":[0.0003415488,0.0001105924,0.0001948639,0.0002708285,0.0001559455,0.0003135788,0.0001209769,0.0002056265,0.0001394072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614526,"about_ca_system_score_gemma":0.00009322236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006262345,"about_ca_topic_score_gemma":0.0005526056,"domain_scores_codex":[0.999905,0.00000964889,0.000003760478,0.00002743889,0.00003951087,0.00001469876],"domain_scores_gemma":[0.999755,0.00009250992,0.00004561602,0.00001444104,0.00007803032,0.00001442491],"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":[0.0005967718,0.00006688867,0.02150131,0.0003743574,0.00005008985,0.0009142472,0.000726327,0.01849634,0.9077821,0.0009668404,0.0007915927,0.04773322],"study_design_scores_gemma":[0.00002655441,0.0008452219,0.1200214,0.00004512833,0.0001292967,0.001243294,0.0008630019,0.1357056,0.734941,0.0009011621,0.005209983,0.00006831156],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738265,0.0009990677,0.02068953,0.00008886666,0.00002979859,0.00001274757,0.0001072947,0.0001770665,0.004069032],"genre_scores_gemma":[0.9971541,0.0002865851,0.001547897,0.00001460242,0.000006800709,0.00000838863,0.00004804584,0.00001319751,0.0009203663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009729972,"threshold_uncertainty_score":0.00325495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}