{"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":"1e3a626fad38","filters":{"venue":"SPIE Exhibition Product Demonstrations"}},"results":[{"id":"W3134979195","doi":"10.1117/12.2596054","title":"OZ Optics Ltd.: Universal Optical DNA Detection System for Pathogen Including COVID-19","year":2021,"lang":"en","type":"article","venue":"SPIE Exhibition Product Demonstrations","topic":"Biosensors and Analytical Detection","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":"OZ Optics (Canada)","funders":"","keywords":"Software; DNA sequencing; Computer science; Coronavirus disease 2019 (COVID-19); DNA; Computational biology; Nanotechnology; Biology; Infectious disease (medical specialty); Genetics; Materials science; Medicine; Programming language","authors":[{"name":"Michael C. Grant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0269710401464375,"gpt":0.2520195449902284,"spread":0.2250485048437909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002368905,0.001492623,0.0009621937,0.002766313,0.001296087,0.001742649,0.001527932,0.001524482,0.04909636],"category_scores_gemma":[0.001681905,0.001258446,0.0007017998,0.001540977,0.0008044055,0.0023277,0.001999414,0.001633839,0.02032508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001765298,"about_ca_system_score_gemma":0.00264737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003191425,"about_ca_topic_score_gemma":0.007213346,"domain_scores_codex":[0.9974542,0.0001873568,0.0001673494,0.0005032007,0.001484924,0.0002029829],"domain_scores_gemma":[0.9983566,0.0002049264,0.0002122254,0.0001695617,0.0008099889,0.000246692],"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":[0.0005039169,0.00009188831,0.00316608,0.0008371898,0.00004785331,0.0002696009,0.0002863304,0.0005888863,0.7502397,0.006830592,0.04445633,0.1926817],"study_design_scores_gemma":[0.0001117562,0.0004561534,0.005966092,0.0001629907,0.0001207148,0.002274965,0.0001658014,0.01328925,0.4976113,0.001084431,0.4785086,0.0002480413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.08142044,0.01034412,0.7355688,0.002090212,0.002512849,0.001711297,0.01031983,0.05964287,0.09638953],"genre_scores_gemma":[0.1394858,0.004699598,0.6785471,0.001576649,0.0002272489,0.0016799,0.01460335,0.003578195,0.1556022],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04909636,"threshold_uncertainty_score":0.1642437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134674266","doi":"10.1117/12.2596010","title":"Metamaterial Inc. (META): META Capabilities Demonstration","year":2021,"lang":"en","type":"article","venue":"SPIE Exhibition Product Demonstrations","topic":"Spacecraft Design and Technology","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":"Metamaterial Technologies (Canada)","funders":"","keywords":"Metamaterial; Holography; Lithography; Photomask; Computer science; Materials science; Fabrication; Optics; Nanotechnology; Optoelectronics; Physics; Resist","authors":[{"name":"J. Dorey","is_ca":true},{"name":"Frederico Bastos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02989296887011647,"gpt":0.2302280794963347,"spread":0.2003351106262182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004865945,0.0005235369,0.0001334887,0.0003463477,0.0002956359,0.0004892838,0.0005280685,0.001001589,0.02108127],"category_scores_gemma":[0.0002481468,0.000216129,0.0003323773,0.0001833911,0.0002090546,0.0008328612,0.0006910971,0.001127783,0.008997938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003163787,"about_ca_system_score_gemma":0.0002860861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002482673,"about_ca_topic_score_gemma":0.0004141151,"domain_scores_codex":[0.9998206,0.00001369119,0.00000409992,0.00002101457,0.0001080383,0.00003266331],"domain_scores_gemma":[0.9998431,0.00002607301,0.00001890302,0.00003173011,0.00002526439,0.00005477757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002718763,0.0002056071,0.0003436553,0.0002060413,0.00001804064,0.0005637462,0.00009027344,0.0002653264,0.9098426,0.01494327,0.04381115,0.02943837],"study_design_scores_gemma":[0.0001260147,0.0005613698,0.0008890343,0.00003883512,0.00001686743,0.001247575,0.00004131061,0.003285795,0.7499401,0.001451558,0.2423745,0.00002695907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2640021,0.004210176,0.113765,0.007980727,0.002511483,0.0005508058,0.008657809,0.01873421,0.5795876],"genre_scores_gemma":[0.7067161,0.002072382,0.102869,0.002140541,0.0001962652,0.0005494429,0.004235678,0.00157206,0.1796486],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02108127,"threshold_uncertainty_score":0.07052386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135021651","doi":"10.1117/12.2595946","title":"Beamtech Optronics Co., Ltd.: R&D, production, sales and service of solid-state laser","year":2021,"lang":"en","type":"article","venue":"SPIE Exhibition Product Demonstrations","topic":"Solid State Laser Technologies","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":"Optech (Canada)","funders":"","keywords":"Business; Production (economics); Service (business); State (computer science); Marketing; Economics; Computer science","authors":[{"name":"David Yun Dai","is_ca":true},{"name":"Xinyu Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0137069510524866,"gpt":0.2469518624805871,"spread":0.2332449114281005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002509196,0.00179417,0.0008061201,0.005994514,0.00261015,0.003315524,0.001364433,0.001584374,0.3734548],"category_scores_gemma":[0.002384483,0.001417567,0.0006161797,0.003575254,0.0009003729,0.003082475,0.001439908,0.002461072,0.329535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002480082,"about_ca_system_score_gemma":0.007306184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004660705,"about_ca_topic_score_gemma":0.01085609,"domain_scores_codex":[0.9958462,0.0001403152,0.000100119,0.0006500002,0.003092448,0.0001709123],"domain_scores_gemma":[0.9952877,0.0004587842,0.0002684801,0.0004596666,0.002758906,0.0007665207],"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":[0.0002496896,0.000182334,0.0008415709,0.0005210856,0.00001533873,0.0001362161,0.0000885335,0.0002100701,0.04223172,0.004824921,0.5274562,0.4232423],"study_design_scores_gemma":[0.00008028281,0.0001397913,0.001392812,0.00006778444,0.00002566602,0.00039763,0.00005252432,0.0007490066,0.02449778,0.0007047764,0.9718642,0.00002781719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009438516,0.01188107,0.04486896,0.009311534,0.003606524,0.00131835,0.01338182,0.03321393,0.8729793],"genre_scores_gemma":[0.0154443,0.003691375,0.0173052,0.001082281,0.0003655242,0.0002538108,0.004854429,0.002361374,0.9546416],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3734548,"threshold_uncertainty_score":0.8936906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}