{"meta":{"query_hash":"b8f4bf677afa","filters":{"venue":"International Laser Safety Conference"},"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/b8f4bf677afa","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Laser+Safety+Conference"},"results":[{"id":"W2897228461","doi":"10.2351/1.5056853","title":"Learning from laser safety incidents in the medical setting","year":2015,"lang":"en","type":"article","venue":"International Laser Safety Conference","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kronos (Canada)","funders":"","keywords":"Patient safety; Event (particle physics); Risk analysis (engineering); Laser safety; Hierarchy; Adverse effect; Presentation (obstetrics); Focus (optics); Computer science; Risk management; Health care; Medicine; Medical emergency; Laser; Surgery; Business; Political science","score_opus":0.04790541476779024,"score_gpt":0.34732624126425715,"score_spread":0.2994208264964669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897228461","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033942476,0.030252531,0.047577515,0.8180051,0.01866051,0.0005859346,0.00013755808,0.0008251214,0.050013285],"genre_scores_gemma":[0.43414065,0.1580244,0.12326902,0.22362952,0.025934722,0.00080721575,0.00040660563,0.0006302895,0.03315764],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9527692,0.029189467,0.0030342895,0.0013940324,0.011707252,0.0019057543],"domain_scores_gemma":[0.88336813,0.06503104,0.01074139,0.0048786816,0.026699824,0.009280861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.040574826,0.0015419899,0.0011600819,0.002910166,0.008394886,0.013197368,0.003387017,0.0075798626,0.0061940993],"category_scores_gemma":[0.15508938,0.0008192596,0.0014787687,0.001315602,0.008587073,0.02505726,0.013865278,0.016873762,0.0031206757],"study_design_candidate":"observational","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":[0.00009613124,0.00040547582,0.010197254,0.0028215973,0.000090656504,0.0015925082,0.035481833,0.0010451507,0.00072450377,0.01443204,0.17720078,0.7559121],"study_design_scores_gemma":[0.000064586166,0.0014652254,0.009176849,0.011350867,0.00019338603,0.0074055893,0.21951209,0.0015538175,0.0025546078,0.12190655,0.62443566,0.0003807607],"about_ca_topic_score_codex":0.002023502,"about_ca_topic_score_gemma":0.0069606113,"teacher_disagreement_score":0.040574826,"about_ca_system_score_codex":0.0048434073,"about_ca_system_score_gemma":0.011517477,"threshold_uncertainty_score":0.2145828},"labels":[],"label_agreement":null},{"id":"W2897456263","doi":"10.2351/1.5056782","title":"Control of X-ray hazard in femtosecond electron diffractometer","year":2013,"lang":"en","type":"article","venue":"International Laser Safety Conference","topic":"Integrated Circuits and Semiconductor Failure Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Electron; Diffractometer; Materials science; Optics; Femtosecond; Photocathode; Collimated light; Anode; Electromagnetic shielding; Optoelectronics; Laser; Physics; Nuclear physics; Scanning electron microscope; Composite material; Electrode","score_opus":0.006230709015384931,"score_gpt":0.2000569191625343,"score_spread":0.19382621014714935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897456263","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":[0.7599645,0.0007759173,0.22336054,0.00047821162,0.00034922088,0.0005499691,0.0021759872,0.0056675635,0.00667805],"genre_scores_gemma":[0.7638439,0.0011025007,0.21891615,0.00035797822,0.000094830895,0.0011690588,0.0017285282,0.00071341376,0.012073652],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99701476,0.0002568162,0.00026966567,0.0004787884,0.0017880789,0.00019190542],"domain_scores_gemma":[0.99543434,0.001381443,0.00047192792,0.0006406915,0.0018857415,0.00018591555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021221894,0.00056956115,0.00096040004,0.0009622015,0.000911695,0.0007873695,0.0013201551,0.00080662954,0.0037502225],"category_scores_gemma":[0.003429806,0.00047628244,0.00032768113,0.0016542918,0.00053262844,0.00061402464,0.0006123345,0.0010572664,0.0007558121],"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":[0.0005172869,0.00017420246,0.009558449,0.0003420799,0.000025664398,0.0002771594,0.0011093974,0.0014385197,0.96176237,0.0014868268,0.0018603689,0.021447588],"study_design_scores_gemma":[0.000042601172,0.00033442365,0.0135048,0.00002409789,0.000043815573,0.00027215248,0.0002882475,0.0128077315,0.96128386,0.00039834087,0.010948887,0.000051055144],"about_ca_topic_score_codex":0.0018661319,"about_ca_topic_score_gemma":0.0035343475,"teacher_disagreement_score":0.0037502225,"about_ca_system_score_codex":0.0013931235,"about_ca_system_score_gemma":0.0015950478,"threshold_uncertainty_score":0.012545764},"labels":[],"label_agreement":null},{"id":"W2972514202","doi":"10.2351/1.5118534","title":"Laser decommissioning and practical laser training","year":2019,"lang":"en","type":"article","venue":"International Laser Safety Conference","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Laser; Nuclear decommissioning; Laser safety; Polarizer; Session (web analytics); Computer science; Optics; Engineering; Physics","score_opus":0.0578328804553082,"score_gpt":0.3721587828780045,"score_spread":0.3143259024226963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972514202","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29223683,0.009943347,0.18532752,0.029703619,0.007665812,0.0028602246,0.0006367834,0.012448635,0.45917726],"genre_scores_gemma":[0.5110752,0.005137119,0.08192451,0.005842785,0.0015660621,0.00081576663,0.000749291,0.0012396169,0.39164963],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836034,0.0002673876,0.00009415577,0.00022171525,0.00075066055,0.0003057713],"domain_scores_gemma":[0.99759597,0.00044445795,0.00021714877,0.0004466448,0.00061682897,0.0006789635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014170989,0.00080306403,0.0003956427,0.0012619086,0.0025817403,0.0014345304,0.0017313855,0.0016721778,0.09051974],"category_scores_gemma":[0.0042424873,0.00021693959,0.00068745896,0.00043309713,0.0012245482,0.0019011109,0.0032960984,0.0024342083,0.017781805],"study_design_candidate":"not_applicable","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":[0.00023264848,0.0013553764,0.002102132,0.0007327228,0.000009810844,0.0033119372,0.0035182037,0.0011247974,0.027714055,0.01239935,0.07989746,0.8676015],"study_design_scores_gemma":[0.00006749354,0.0023851371,0.010847117,0.0006263746,0.000019834322,0.018964408,0.006980244,0.0021151234,0.029774806,0.015470761,0.91262966,0.00011914242],"about_ca_topic_score_codex":0.0010219363,"about_ca_topic_score_gemma":0.0015905458,"teacher_disagreement_score":0.09051974,"about_ca_system_score_codex":0.0011695336,"about_ca_system_score_gemma":0.0023156935,"threshold_uncertainty_score":0.30281872},"labels":[],"label_agreement":null}]}