{"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":"db4e6fd6d1c0","filters":{"venue":"NACADA Review"}},"results":[{"id":"W4391792427","doi":"10.12930/nacr-22-17","title":"A Historiographic Review of the Research on Undecided Students","year":2023,"lang":"en","type":"review","venue":"NACADA Review","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology","authors":[{"name":"David B. Spight","is_ca":false},{"name":"Deirdre Mooney","is_ca":true},{"name":"Rachael Orr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5377566719843445,"gpt":0.6645613118276387,"spread":0.1268046398432942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005181052,0.0008269173,0.001655568,0.01439194,0.0008182618,0.001998883,0.000905739,0.001049849,0.006699143],"category_scores_gemma":[0.02254832,0.0006223898,0.001293468,0.01691816,0.001055418,0.002145555,0.001279141,0.001262286,0.0008823193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002779767,"about_ca_system_score_gemma":0.01224423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00892944,"about_ca_topic_score_gemma":0.0209026,"domain_scores_codex":[0.9971259,0.001237409,0.0007381261,0.0002333123,0.0005393301,0.0001259434],"domain_scores_gemma":[0.9837764,0.01097662,0.001615313,0.0003416336,0.003029668,0.0002603697],"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":[0.0001032827,0.00005053298,0.001246405,0.4225701,0.0004912923,0.0003302259,0.002966001,0.0001728472,0.0004880365,0.004976441,0.03387387,0.5327309],"study_design_scores_gemma":[0.00001083714,0.00007714425,0.004512839,0.6283147,0.001187507,0.0005846622,0.002539772,0.00002960282,0.0002599641,0.0007221877,0.3617344,0.00002626259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000340511,0.9980779,0.00006745613,0.0004067998,0.0002377159,0.00002806961,0.00007907485,0.000003288683,0.0007591103],"genre_scores_gemma":[0.002522669,0.9968436,0.0001183681,0.0002279037,0.00006332721,0.0000364632,0.00005227598,0.000002186117,0.0001333174],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01439194,"threshold_uncertainty_score":0.02740037,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385560435","doi":"10.12930/2576-2362-4.1.1","title":"Welcome to Issue 4(1) of the NACADA Review.","year":2023,"lang":"en","type":"article","venue":"NACADA Review","topic":"Health and Medical Research Impacts","field":"Medicine","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":"Scholarship; Sociology; Variety (cybernetics); Higher education; Pedagogy; Discipline; Academic advising; Public relations; Engineering ethics; Psychology; Political science; Social science; Engineering; Computer science","authors":[{"name":"Peter L. Hagen","is_ca":false},{"name":"Julie Givans Voller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1998435277622941,"gpt":0.5194424139979689,"spread":0.3195988862356748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01615637,0.001743163,0.003066918,0.008881583,0.003433602,0.009271526,0.005355973,0.01969715,0.06827819],"category_scores_gemma":[0.07820386,0.0009366857,0.00293222,0.004232506,0.002725992,0.00886199,0.005723793,0.01445609,0.03438729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003939306,"about_ca_system_score_gemma":0.00995465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003181984,"about_ca_topic_score_gemma":0.01200762,"domain_scores_codex":[0.9908064,0.001578724,0.001147658,0.0008892568,0.004710054,0.0008678681],"domain_scores_gemma":[0.9322483,0.0225718,0.009148229,0.002465259,0.02279093,0.01077547],"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":[0.00001304367,0.00001061462,0.00004748614,0.0005024055,0.00000692036,0.00003106413,0.00001315302,0.000005995439,0.00003042697,0.0002249733,0.9919226,0.007191368],"study_design_scores_gemma":[0.00002222255,0.00002364989,0.0004076889,0.0020887,0.00002057978,0.0001227034,0.00007908907,0.00001995901,0.00003529056,0.0007110652,0.996452,0.00001707155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001164123,0.03263189,0.0004033471,0.2775721,0.6829287,0.0002308942,0.0004525265,0.0002799371,0.005384217],"genre_scores_gemma":[0.0008628952,0.01923069,0.0009697444,0.5334302,0.4131425,0.0005213702,0.0005913716,0.0002760178,0.03097515],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06827819,"threshold_uncertainty_score":0.2284133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313266929","doi":"10.12930/2576-2362-3.2.1","title":"Letter from the Coeditors","year":2022,"lang":"en","type":"letter","venue":"NACADA Review","topic":"Mentoring and Academic Development","field":"Psychology","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":"Context (archaeology); Scholarship; Sociology; Choir; Wish; Public relations; Pedagogy; Political science; Law; History","authors":[{"name":"Peter L. Hagen","is_ca":false},{"name":"Julie Givans Voller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04992162393593395,"gpt":0.3314146888545489,"spread":0.2814930649186149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007943268,0.001091079,0.001727445,0.001817278,0.004632817,0.009616552,0.002974416,0.01758824,0.04945944],"category_scores_gemma":[0.07736853,0.0008037021,0.001505292,0.001538828,0.001824664,0.006201151,0.005290332,0.02492706,0.03314772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005033269,"about_ca_system_score_gemma":0.01282669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004597066,"about_ca_topic_score_gemma":0.005774757,"domain_scores_codex":[0.9914458,0.001318988,0.0009064236,0.001394187,0.004026337,0.0009082511],"domain_scores_gemma":[0.9694942,0.004925796,0.001382374,0.001513829,0.01707093,0.005612829],"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":[0.000008305419,0.000004435648,0.00005770913,0.00003707355,0.000002986215,0.0000830319,0.00003395662,0.000005744482,0.00001891193,0.0006527618,0.9957248,0.003370373],"study_design_scores_gemma":[0.000008699961,0.000006889782,0.0001917055,0.0001425175,0.000004380414,0.0002145504,0.0001365739,0.00002402528,0.00004605182,0.0005732116,0.9986383,0.00001312438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003500097,0.006990742,0.0002645977,0.7234667,0.2560894,0.0000836752,0.0002521562,0.0001571108,0.01234557],"genre_scores_gemma":[0.003852815,0.003149103,0.0004627738,0.8746889,0.04506705,0.0002241427,0.0001695734,0.0001562424,0.07222937],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04945944,"threshold_uncertainty_score":0.1654583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}