{"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"},"query_hash":"f07403db50ba","filters":{"venue":"Journal on Educational Resources in Computing"}},"results":[{"id":"W1990575811","doi":"10.1145/1227846.1227848","title":"ClassCompass","year":2007,"lang":"en","type":"article","venue":"Journal on Educational Resources in Computing","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":18,"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":"Software engineering; Computer science; Set (abstract data type); Software; Quality (philosophy); Work (physics); Software peer review; Software design; Software construction; Engineering management; Software development; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.0167428010374748,"gpt":0.3242888517444701,"spread":0.3075460507069953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002119347,0.0001006458,0.0001055455,0.0003782313,0.0001545723,0.0002473179,0.0007356806,0.0000482284,0.00001868274],"category_scores_gemma":[0.0004740794,0.00009313681,0.00005084118,0.0004364965,0.00001515696,0.0002797831,0.00009697794,0.0005687727,0.00002009377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001801603,"about_ca_system_score_gemma":0.00008054901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000619748,"about_ca_topic_score_gemma":0.000001678275,"domain_scores_codex":[0.9987703,0.00005311039,0.0003471995,0.0001758885,0.0003764081,0.0002770977],"domain_scores_gemma":[0.9972159,0.002202443,0.0001995702,0.0001961808,0.00007239374,0.0001134817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005986331,0.0009267821,0.09022494,0.00003690338,0.00005679104,0.000221413,0.006809463,0.04396297,0.0001901515,0.420819,0.01725672,0.4194349],"study_design_scores_gemma":[0.0004903921,0.0002578243,0.5468373,0.000398812,0.000004228184,0.001156176,0.0001288231,0.05305158,0.0003538359,0.04767252,0.3491631,0.000485444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2630156,0.0002108076,0.7223112,0.00648042,0.001420771,0.00005068112,1.161026e-7,0.0001144783,0.006395978],"genre_scores_gemma":[0.8209348,0.000007438812,0.1776504,0.0005703535,0.0007498889,5.269624e-7,2.518474e-7,0.000006927402,0.0000793691],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5579193,"threshold_uncertainty_score":0.3798009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010899300","doi":"10.1145/514144.514743","title":"Using the Alfa-1 simulated processor for educational purposes","year":2001,"lang":"en","type":"article","venue":"Journal on Educational Resources in Computing","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; DEVS; Hierarchy; Formalism (music); Architecture; Software engineering; Component (thermodynamics); Computer architecture; Programming language; Simulation; Modeling and simulation","retraction":null,"screen_n_in":null,"score":{"opus":0.0540655201251681,"gpt":0.3714680068030576,"spread":0.3174024866778895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001151824,0.0001826535,0.0001790817,0.0003633052,0.0008691489,0.0005248779,0.001171642,0.00006926319,0.00002501695],"category_scores_gemma":[0.0008106324,0.0001407273,0.0001056351,0.0007906329,0.00005593467,0.0002832346,0.000121374,0.0003901481,0.000006588871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002445649,"about_ca_system_score_gemma":0.0005308016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008975093,"about_ca_topic_score_gemma":0.000001302539,"domain_scores_codex":[0.9981144,0.0001595244,0.0005691079,0.0003295266,0.0004559879,0.0003714675],"domain_scores_gemma":[0.9967248,0.002002728,0.0004562012,0.0002703628,0.0004416081,0.0001042819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002908736,0.0003531639,0.006972087,0.00001366188,0.00002490102,0.00000233654,0.001803015,0.9579326,0.00004282851,0.02107541,0.002427301,0.009323597],"study_design_scores_gemma":[0.000361732,0.00007862219,0.006641587,0.0002013311,0.000005798826,0.0002987955,0.00007436473,0.9401936,0.00005545137,0.0377711,0.01411225,0.0002054034],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2777903,0.0005018878,0.6921844,0.02648169,0.0009965815,0.0004008361,0.000001161276,0.00008801401,0.001555132],"genre_scores_gemma":[0.85493,0.00002420238,0.1419035,0.001377305,0.001293604,0.000007380682,0.000003774069,0.00001740985,0.0004428605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5771397,"threshold_uncertainty_score":0.6684879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038379128","doi":"10.1145/376697.376704","title":"Web-based multimedia tools for sharing educational resources","year":2001,"lang":"en","type":"article","venue":"Journal on Educational Resources in Computing","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Java; Upload; Multimedia; Session (web analytics); World Wide Web; Java applet; Educational resources; Shared resource; Resource (disambiguation); Web application; Operating system; Computer network","retraction":null,"screen_n_in":null,"score":{"opus":0.05946360370266029,"gpt":0.388561187975513,"spread":0.3290975842728527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002361263,0.0001729324,0.000229881,0.0006570141,0.001311153,0.0004139013,0.00117622,0.0001815159,0.0008101515],"category_scores_gemma":[0.006644769,0.0001790187,0.0001400535,0.0006042329,0.0002811209,0.0002429748,0.0000867773,0.0006633798,0.00005504036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005582047,"about_ca_system_score_gemma":0.0009093522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000105693,"about_ca_topic_score_gemma":0.0002783696,"domain_scores_codex":[0.9976408,0.0002668537,0.0006352702,0.0003262697,0.0006158996,0.0005148809],"domain_scores_gemma":[0.9912902,0.007380128,0.0004526139,0.0003110695,0.000334253,0.0002317682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003646036,0.002989721,0.4668348,0.00005466727,0.0001112521,0.000009257768,0.04647144,0.0119049,0.0003008283,0.1135168,0.01963956,0.3378022],"study_design_scores_gemma":[0.001724824,0.00008221612,0.100995,0.0003323606,0.00001318508,0.00002583046,0.004000332,0.04208314,0.00001657978,0.02035438,0.8300113,0.000360833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8670844,0.0003748004,0.0003840869,0.1010751,0.001246058,0.0003979399,0.000004918732,0.00007379381,0.02935893],"genre_scores_gemma":[0.9744722,0.00008805134,0.01965525,0.001381434,0.002603776,0.00004567136,0.00002152326,0.00002465154,0.001707492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8103718,"threshold_uncertainty_score":0.999989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}