{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"bb8e66ba9f00","filters":{"venue":"DiGRA Conference"}},"results":[{"id":"W1581250715","doi":"","title":"What do we learn when we change the way we play? Augmenting the computer gameplay experience","year":2005,"lang":"en","type":"article","venue":"DiGRA Conference","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Human–computer interaction; Computer science; Internet privacy; Cognitive science; Psychology","authors":[{"name":"Nis Bojin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09160435829256015,"gpt":0.3396457766670004,"spread":0.2480414183744403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001817318,0.0006252317,0.0003971877,0.0004256271,0.0005605272,0.00484156,0.001017849,0.001478615,0.005581624],"category_scores_gemma":[0.009680688,0.0001768227,0.0003471906,0.0002292747,0.001849415,0.003708014,0.001996292,0.001751673,0.001387937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003927263,"about_ca_system_score_gemma":0.0006985169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006324759,"about_ca_topic_score_gemma":0.001410504,"domain_scores_codex":[0.9982879,0.0009537558,0.00004016205,0.0001402626,0.000306588,0.0002714989],"domain_scores_gemma":[0.9967771,0.001980154,0.000170871,0.0001796356,0.0002044263,0.000687883],"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":[0.001032723,0.004531857,0.02126475,0.001449998,0.0001536081,0.000914833,0.06147645,0.002217203,0.02018176,0.04157741,0.03275008,0.8124494],"study_design_scores_gemma":[0.0008252634,0.006058856,0.06662346,0.003356466,0.0005350324,0.003777942,0.1122349,0.01472994,0.01576187,0.1638658,0.6117154,0.000515145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7232662,0.006717694,0.08560511,0.03714374,0.002168042,0.000406367,0.0001335089,0.001639794,0.1429197],"genre_scores_gemma":[0.9368132,0.003633335,0.04315139,0.002007357,0.0002243764,0.0002486974,0.00008656506,0.0001316891,0.01370347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005581624,"threshold_uncertainty_score":0.01867235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W180888512","doi":"","title":"Cooperation, Collectivism, and Morality: rural gamer identity in Vulcan, Alberta.","year":2005,"lang":"en","type":"article","venue":"DiGRA Conference","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Collectivism; Identity (music); Morality; Political science; Sociology; Social psychology; Gender studies; Psychology; Art; Individualism; Law; Aesthetics","authors":[{"name":"Nils Olson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03217665337219912,"gpt":0.2700504673907736,"spread":0.2378738140185745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001264781,0.0001477598,0.0002168705,0.0007419391,0.009601161,0.002841661,0.0009811196,0.0004894363,0.00332838],"category_scores_gemma":[0.001558893,0.0001121307,0.00008096408,0.001067432,0.0057182,0.0005596658,0.002211443,0.0008625847,0.0001258321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01274223,"about_ca_system_score_gemma":0.01608495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9272547,"about_ca_topic_score_gemma":0.9834419,"domain_scores_codex":[0.9992524,0.000276753,0.00001022915,0.00006234035,0.00013668,0.000261595],"domain_scores_gemma":[0.9991042,0.00022127,0.00008898308,0.00003015142,0.0002174383,0.0003379135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001977736,0.0002137824,0.247577,0.00007289331,0.00003209427,0.000864413,0.6559013,0.0003064805,0.001217562,0.01857755,0.007233494,0.06780556],"study_design_scores_gemma":[0.000004839087,0.00002694453,0.210634,0.00004010384,0.00001137775,0.00008585507,0.7764531,0.000160506,0.000130617,0.0009703312,0.01146735,0.00001493412],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985224,0.0003359033,0.00008637412,0.001104075,0.00001337354,0.00001032227,0.00002900984,0.000002561104,0.01319441],"genre_scores_gemma":[0.9928731,0.0001891727,0.0000836934,0.000080833,0.000002438365,0.000005077309,0.00002448935,0.000002297497,0.006738808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07274532,"threshold_uncertainty_score":0.1463474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}