{"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":"25adec1a2cac","filters":{"venue":"FITISPos-International Journal"}},"results":[{"id":"W3159657480","doi":"10.37536/fitispos-ij.2021.8.1.267","title":"Bridges and Barriers in Public Service Interpreting Training: Instructing Non-Professional Longserving Interpreters","year":2021,"lang":"en","type":"article","venue":"FITISPos-International Journal","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Trainer; Interpreter; Focus group; Training (meteorology); Medical education; Professional development; Psychology; Action (physics); Pedagogy; Sociology; Medicine; Computer science","authors":[{"name":"Noelia Burdeus-Domingo","is_ca":true},{"name":"Suzanne Gagnon","is_ca":true},{"name":"Sophie Pointurier","is_ca":false},{"name":"Yvan Leanza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06408254202460326,"gpt":0.4091046610346521,"spread":0.3450221190100489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01777981,0.0004979057,0.0005205235,0.0006455939,0.01043988,0.004280907,0.003146972,0.00285515,0.005978958],"category_scores_gemma":[0.02225816,0.0004935408,0.0002980784,0.0007004538,0.006831936,0.002941355,0.006258327,0.003139821,0.0004881765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00806444,"about_ca_system_score_gemma":0.0340951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05751836,"about_ca_topic_score_gemma":0.2067561,"domain_scores_codex":[0.9884961,0.008103362,0.0001705562,0.0004396322,0.0008540058,0.001936419],"domain_scores_gemma":[0.9799644,0.01131343,0.001870921,0.0007194201,0.001620684,0.004511252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006016099,0.0006108333,0.01462312,0.0004118135,0.000007898542,0.001656543,0.9332824,0.0002237107,0.00176842,0.002616554,0.002295047,0.04244356],"study_design_scores_gemma":[0.00001753817,0.0003447008,0.01395405,0.000489097,0.00001300676,0.000518535,0.9543204,0.0002803855,0.0006150244,0.001001054,0.02841716,0.00002896142],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755415,0.0004044332,0.0023569,0.007630432,0.0001188479,0.000264646,0.00001223362,0.00003522521,0.01363581],"genre_scores_gemma":[0.9889859,0.0004307782,0.004599299,0.001208369,0.00002880672,0.0001623087,0.00001711168,0.00001281422,0.004554598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05751836,"threshold_uncertainty_score":0.1143671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1582938312","doi":"10.37536/fitispos-ij.2014.1.0.10","title":"Trying To Fit A Square Peg In A Round Hole: Is Community Interpreting Just Too Big For Public Policy? The Canadian Experience A Provocation","year":2014,"lang":"en","type":"article","venue":"FITISPos-International Journal","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Equity (law); Public sector; Political science; Public administration; Public policy; Politics; Welfare economics; Economics; Law","authors":[{"name":"Angela Sasso","is_ca":false},{"name":"Kiran Malli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2089063044569947,"gpt":0.4887180294148034,"spread":0.2798117249578086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01163518,0.0006531818,0.0008896412,0.00192444,0.08924469,0.01421488,0.003855581,0.00770055,0.01323572],"category_scores_gemma":[0.01964865,0.0008413494,0.0007526453,0.00483411,0.0484907,0.007713415,0.01083534,0.01318127,0.0006969977],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.243531,"about_ca_system_score_gemma":0.3303565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941372,"about_ca_topic_score_gemma":0.9974605,"domain_scores_codex":[0.9821947,0.005655579,0.0003106411,0.001101135,0.003493503,0.007244397],"domain_scores_gemma":[0.9834511,0.004943454,0.0007945403,0.000676129,0.004037291,0.00609748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000732062,0.00008686524,0.007512318,0.0002597549,0.00001733824,0.002181072,0.6224816,0.0003904862,0.0004219787,0.2588926,0.07521006,0.03247261],"study_design_scores_gemma":[0.00002046666,0.00002768474,0.006471543,0.0004644458,0.00001883457,0.0003869385,0.6321251,0.0002997092,0.0002365161,0.0114508,0.3483648,0.0001332877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2537351,0.008086985,0.002101342,0.4687587,0.00151626,0.0001332341,0.0003028335,0.00010119,0.2652642],"genre_scores_gemma":[0.9377264,0.003891637,0.001158483,0.01914904,0.000130781,0.00004041088,0.00006856876,0.0001176015,0.0377171],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.243531,"threshold_uncertainty_score":0.8773968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2955010727","doi":"10.37536/fitispos-ij.2019.6.1.202","title":"Interpreters Banks as a Response To a Multilingual Europe's Needs","year":2019,"lang":"en","type":"article","venue":"FITISPos-International Journal","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Interpreter; Art; Computer science","authors":[{"name":"Noelia Burdeus-Domingo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03093041563936761,"gpt":0.4395932367238017,"spread":0.4086628210844341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006837739,0.0003422453,0.0003018657,0.0009594763,0.01043171,0.007535674,0.001110865,0.001982203,0.00716523],"category_scores_gemma":[0.01125277,0.0003529689,0.0002135057,0.001413695,0.008353365,0.002035022,0.007697588,0.002200319,0.0005992262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01149655,"about_ca_system_score_gemma":0.02003033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1005679,"about_ca_topic_score_gemma":0.1763197,"domain_scores_codex":[0.9916704,0.005652606,0.0002431093,0.000315867,0.0005768135,0.001541347],"domain_scores_gemma":[0.9916729,0.002640197,0.001508481,0.000340384,0.001382308,0.002455697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001716002,0.00009009244,0.03684444,0.0001746264,0.00001223562,0.004867841,0.8850963,0.000287646,0.001506696,0.03042929,0.01274677,0.02777244],"study_design_scores_gemma":[0.00002773755,0.00005443043,0.013272,0.0001982783,0.00001373112,0.0008080446,0.8792452,0.0002169418,0.0003756126,0.001593154,0.1041615,0.00003329621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9178293,0.001013328,0.001172526,0.01752804,0.0001708772,0.00008300979,0.00004936285,0.00005783047,0.0620957],"genre_scores_gemma":[0.9914936,0.0002530421,0.0005870752,0.001290156,0.00002366867,0.00001731632,0.00001362072,0.00001904653,0.006302571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1005679,"threshold_uncertainty_score":0.1999651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}