{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008614286,0.0001522906,0.0002322538,0.0001239413,0.0006521198,0.0001645741,0.0003695092,0.00003048974,0.002888065],"category_scores_gemma":[0.000002592321,0.0001023322,0.00006866237,0.00004109466,0.00008516112,0.001636109,0.0002291243,0.00134591,0.000006473593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003132684,"about_ca_system_score_gemma":0.00009467838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004875491,"about_ca_topic_score_gemma":0.000005453377,"domain_scores_codex":[0.9981523,0.0004270771,0.0006127839,0.0001607556,0.0003690481,0.0002780329],"domain_scores_gemma":[0.9992343,0.000136982,0.0003942786,0.0001358282,0.000004384889,0.00009423419],"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":[0.0003573984,0.0003513828,0.01588399,0.0007236633,0.0001812827,0.0003375956,0.8875682,0.000893852,0.0001048445,0.05852341,0.01049592,0.02457843],"study_design_scores_gemma":[0.000760751,0.0005517725,0.001135619,0.0002142428,0.00004252274,0.00003470215,0.1115866,0.0005111108,0.00004519948,0.03883064,0.8460925,0.0001943529],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701079,0.007539062,0.000002405494,0.01125291,0.0003395147,0.000277844,0.00001509071,0.00002407059,0.01044119],"genre_scores_gemma":[0.9863372,0.006194783,0.0006783312,0.004186847,0.001079637,0.00001210256,0.00001653495,0.00003326243,0.001461301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8355966,"threshold_uncertainty_score":0.9980235,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004908763,0.0001399755,0.0002635845,0.0001456811,0.000447605,0.00003727231,0.0000672664,0.00007037037,0.00002781013],"category_scores_gemma":[0.00001423158,0.00008964854,0.00004700359,0.0001350981,0.00005818391,0.0003117416,0.0001071594,0.0003078328,9.802216e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002293762,"about_ca_system_score_gemma":0.0001410958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002860984,"about_ca_topic_score_gemma":0.00001467693,"domain_scores_codex":[0.9989784,0.0001711346,0.0003136371,0.0001557933,0.0001018422,0.0002791708],"domain_scores_gemma":[0.9992778,0.0002321342,0.0001892538,0.00008614735,0.00004614342,0.0001685403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002875619,0.0002210911,0.1709809,0.001535157,0.0008255789,0.00005105489,0.1461059,0.000006664249,0.00005197297,0.000368323,0.08076819,0.5962096],"study_design_scores_gemma":[0.01055641,0.003812628,0.2987703,0.001088815,0.0003428252,0.0000392259,0.239642,0.0003690846,0.00005157595,0.0008601616,0.444096,0.0003709577],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904028,0.002038416,0.0001341254,0.004523586,0.0003078583,0.0009552388,0.00004189421,0.00008304013,0.001513103],"genre_scores_gemma":[0.9920168,0.002440648,0.003675656,0.0001705265,0.0002903272,0.0000588303,0.00003528697,0.00003128541,0.001280618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5958387,"threshold_uncertainty_score":0.3655761,"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001263944,0.0001884616,0.0002896836,0.0004816759,0.002027066,0.0008588986,0.0003467589,0.00007752757,0.002138584],"category_scores_gemma":[0.0002050347,0.0001363838,0.0001239019,0.0008920734,0.0005609831,0.01058534,0.0002443886,0.0004950977,0.00001873598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001624377,"about_ca_system_score_gemma":0.001558347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003496221,"about_ca_topic_score_gemma":0.000003217317,"domain_scores_codex":[0.997794,0.000462331,0.0007711723,0.0001893405,0.0004724422,0.0003106653],"domain_scores_gemma":[0.9987414,0.0003716621,0.000346202,0.0001294188,0.00007868796,0.0003325789],"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":[0.0002412212,0.0002021408,0.00273274,0.00006763988,0.0001859724,0.00003655751,0.0932994,0.0002955552,0.00006179419,0.03948953,0.8316048,0.03178266],"study_design_scores_gemma":[0.0005578725,0.000282205,0.00809713,0.000177665,0.00006697296,0.00002169451,0.009227699,0.0005334801,0.00003087684,0.0008392441,0.9800193,0.0001459121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3880313,0.004335307,0.0001816214,0.05666818,0.003898588,0.0007265357,0.00005741025,0.00002942622,0.5460716],"genre_scores_gemma":[0.6343075,0.005358198,0.002651861,0.0294212,0.007199211,0.00002494999,0.00001764379,0.00002138632,0.320998],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2462762,"threshold_uncertainty_score":0.9992722,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001132527,0.00007196525,0.0001247729,0.0001040297,0.0008222805,0.00003449337,0.0002111452,0.00003019383,0.00002152643],"category_scores_gemma":[0.00003656198,0.0000489175,0.00004011881,0.0001673691,0.000009334688,0.0004468231,0.0001530113,0.0003704944,0.00001581913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000461065,"about_ca_system_score_gemma":0.00008038822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001987518,"about_ca_topic_score_gemma":0.00001610738,"domain_scores_codex":[0.998982,0.0003189582,0.0002427251,0.00008789959,0.000184164,0.0001843236],"domain_scores_gemma":[0.9991525,0.0004604108,0.0001769262,0.00008690791,0.00003595075,0.00008727815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003035501,0.0002735546,0.9292784,0.0001236409,0.0001613145,0.00001376628,0.05447283,0.0001336123,0.00004061651,0.00006928211,0.01087577,0.004253692],"study_design_scores_gemma":[0.002096099,0.0003268674,0.6785696,0.000142167,0.0000639416,0.00000221095,0.2569407,0.00004502947,0.000002783801,0.0001652965,0.06156408,0.00008119496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969213,0.00004955455,0.00003007681,0.00130501,0.000502472,0.0003788301,0.000006986633,0.00004694902,0.0007588164],"genre_scores_gemma":[0.9914556,0.0001809995,0.00004435716,0.000220081,0.0003235213,0.000004676474,0.000005473422,0.00001140809,0.007753946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2507087,"threshold_uncertainty_score":0.63244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}