{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"a988b06233af","filters":{"venue":"Journal of Library Outreach and Engagement"}},"results":[{"id":"W4297838066","doi":"10.21900/j.jloe.v2i1.924","title":"When the Doors Close: Promoting Academic Library Services in a Remote Environment through Strategic Storytelling","year":2022,"lang":"en","type":"article","venue":"Journal of Library Outreach and Engagement","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Doors; Craft; Storytelling; Service (business); Public relations; Academic library; Work (physics); Sociology; Narrative; Library science; Management; Business; Engineering; Political science; Computer science; Visual arts; Marketing; Art","authors":[{"name":"Anna Moorhouse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05744886411180176,"gpt":0.2496273086297513,"spread":0.1921784445179495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006041763,0.000992476,0.0003547364,0.001473699,0.01726208,0.01757476,0.001977088,0.003827273,0.009146228],"category_scores_gemma":[0.0132021,0.000484728,0.0006954515,0.0011716,0.01430789,0.01425512,0.01668173,0.006158856,0.003254828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003242066,"about_ca_system_score_gemma":0.003071739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002923863,"about_ca_topic_score_gemma":0.008270029,"domain_scores_codex":[0.9903762,0.007843853,0.0001159768,0.0002140986,0.0005781163,0.000871784],"domain_scores_gemma":[0.9914424,0.004628234,0.0006832579,0.0004237756,0.0004237358,0.002398678],"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":[0.00009774965,0.0001801449,0.002272426,0.0002618645,0.00001652924,0.002328245,0.9037609,0.0001539071,0.001314678,0.02377355,0.03239134,0.03344881],"study_design_scores_gemma":[0.00001287883,0.00009997749,0.0009147703,0.0002341616,0.00001586984,0.001051688,0.7594378,0.0001951239,0.001332862,0.006371517,0.2302978,0.00003544353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4865735,0.00518445,0.02227895,0.125554,0.002241972,0.0004293133,0.0002192317,0.001167447,0.3563512],"genre_scores_gemma":[0.9496233,0.002701109,0.00567414,0.008210259,0.0005052533,0.0001745077,0.00009311031,0.0003632125,0.03265501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9824252,"threshold_uncertainty_score":0.03195226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386584654","doi":"10.21900/j.jloe.v3.1190","title":"Familiarity, Autonomy, and Safety Together (FAST): A program for adults with dementia and their caregivers","year":2023,"lang":"en","type":"article","venue":"Journal of Library Outreach and Engagement","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Dementia; Autonomy; Assisted living; Assisted Living Facility; Gerontology; Psychology; Aging in place; Activities of daily living; Nursing; Medicine; Psychiatry; Political science","authors":[{"name":"James Bachmann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02391227341267237,"gpt":0.3076649599439265,"spread":0.2837526865312541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002022677,0.0005268634,0.0003787811,0.0006321212,0.004216022,0.001024368,0.000868585,0.0008096182,0.009924744],"category_scores_gemma":[0.004021187,0.0003011732,0.0008294525,0.0004477992,0.000664447,0.001920937,0.006707465,0.001605572,0.00198653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110967,"about_ca_system_score_gemma":0.007780282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004082775,"about_ca_topic_score_gemma":0.01782374,"domain_scores_codex":[0.9992824,0.0002818827,0.00004745723,0.00005690628,0.0001026554,0.0002287676],"domain_scores_gemma":[0.9966967,0.0002233654,0.0001204746,0.0001079613,0.0002341747,0.002617271],"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":[0.001060407,0.01779185,0.02236122,0.0008446292,0.00007367963,0.001428984,0.03080767,0.0002469014,0.001241481,0.001279548,0.1618097,0.7610539],"study_design_scores_gemma":[0.00562633,0.02697779,0.1996218,0.002114899,0.0003743061,0.004254269,0.1044742,0.001192569,0.002007694,0.0081828,0.6448089,0.000364402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9162934,0.002193729,0.005462376,0.01441824,0.001073736,0.003974577,0.0007550565,0.00136472,0.05446417],"genre_scores_gemma":[0.8887268,0.00559408,0.04261649,0.007195262,0.0008219774,0.01174287,0.001303922,0.000130777,0.04186766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009924744,"threshold_uncertainty_score":0.03320158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416341055","doi":"10.21900/j.jloe.v5.1863","title":"Find the Time: Creating a card game to showcase special collections and celebrate institutional history","year":2025,"lang":"","type":"article","venue":"Journal of Library Outreach and Engagement","topic":"Library Science and Information Literacy","field":"Social Sciences","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":"SPARK (programming language); Newspaper; Homecoming; Special collections; Video game; Undo; Game Developer","authors":[{"name":"Kelly Giles","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01616824181128002,"gpt":0.2461955381746668,"spread":0.2300272963633868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001862305,0.001121647,0.000367722,0.0008485242,0.001471763,0.004144706,0.00188088,0.00128638,0.01785781],"category_scores_gemma":[0.006461105,0.0003635958,0.0005832905,0.0004301274,0.00103791,0.00409426,0.004486077,0.001547125,0.004672783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008777375,"about_ca_system_score_gemma":0.001022489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001925176,"about_ca_topic_score_gemma":0.008210012,"domain_scores_codex":[0.9988332,0.0006485911,0.00005500022,0.00009163159,0.000175602,0.0001958967],"domain_scores_gemma":[0.9977735,0.000930866,0.00008466603,0.0001372737,0.0001977114,0.0008759417],"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":[0.001958803,0.004788646,0.01285379,0.001929431,0.0001586421,0.002856841,0.05320586,0.005947687,0.01976706,0.08887038,0.4180441,0.3896188],"study_design_scores_gemma":[0.0004292164,0.001171087,0.005476299,0.0004696441,0.0000802757,0.001295092,0.01515142,0.01854925,0.007961245,0.01733453,0.9318116,0.0002703261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3579006,0.0008754883,0.2369875,0.008029667,0.002679324,0.007529601,0.00247686,0.01357495,0.369946],"genre_scores_gemma":[0.4536189,0.0007477808,0.4257229,0.002739618,0.0002068204,0.004727883,0.001896614,0.00132178,0.1090176],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01785781,"threshold_uncertainty_score":0.05974036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386584647","doi":"10.21900/j.jloe.v3.1123","title":"Launching a Virtual Study Hall Service for University Students During the Pandemic","year":2023,"lang":"en","type":"article","venue":"Journal of Library Outreach and Engagement","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Pandemic; Service (business); Coronavirus disease 2019 (COVID-19); Zoom; Library science; World Wide Web; Sociology; Engineering; Multimedia; Computer science; Business; Medicine; Marketing","authors":[{"name":"Amanda Wheatley","is_ca":true},{"name":"K. GOODALL","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08636093003330286,"gpt":0.3743293298624151,"spread":0.2879683998291123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005000764,0.0004368611,0.0003033853,0.0006126168,0.01498028,0.008610723,0.001814606,0.003107397,0.03531362],"category_scores_gemma":[0.008893435,0.0005062509,0.000693461,0.000577546,0.003883612,0.004956221,0.01760087,0.004980993,0.006775322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002311362,"about_ca_system_score_gemma":0.007921441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003112411,"about_ca_topic_score_gemma":0.01273038,"domain_scores_codex":[0.9969896,0.001670516,0.00006940474,0.0001269895,0.0002023477,0.0009410782],"domain_scores_gemma":[0.986079,0.001367485,0.0004562296,0.000658526,0.0006770008,0.01076175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001067812,0.001468503,0.03446575,0.0006096052,0.00006421703,0.005680271,0.1766938,0.0007890928,0.005108603,0.01001171,0.4444156,0.3196249],"study_design_scores_gemma":[0.000148307,0.001214288,0.009922694,0.0003429456,0.0000246252,0.001367126,0.2417798,0.0006818376,0.001798781,0.003832622,0.7387623,0.0001246126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6508433,0.002068779,0.0125814,0.1229995,0.007423547,0.001385021,0.0009501841,0.004164153,0.1975842],"genre_scores_gemma":[0.9122984,0.001458277,0.01166411,0.01567649,0.002006086,0.0008881906,0.0004688495,0.0005076743,0.05503187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03531362,"threshold_uncertainty_score":0.1181359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}