{"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":"b9c9e017c0db","filters":{"venue":"Concept eBooks"}},"results":[{"id":"W1583414479","doi":"","title":"The 2014 Popular Education Network Conference","year":2014,"lang":"en","type":"book-chapter","venue":"Concept eBooks","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Roads University","funders":"","keywords":"Popular education; Media studies; Status quo; Politics; Sociology; Higher education; Political science; Public relations; Pedagogy; Law","authors":[{"name":"Catherine Etmanski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02884821841738282,"gpt":0.2903656213240423,"spread":0.2615174029066594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001478583,0.0005473535,0.0003262771,0.001420353,0.002774005,0.007506193,0.001038201,0.002034581,0.1489776],"category_scores_gemma":[0.00308665,0.0002209577,0.0003339298,0.0016303,0.001208455,0.004035934,0.003777437,0.001953023,0.03604304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006476774,"about_ca_system_score_gemma":0.006551547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00799753,"about_ca_topic_score_gemma":0.01599371,"domain_scores_codex":[0.9986756,0.000258677,0.00003378983,0.0001469175,0.0006404565,0.000244478],"domain_scores_gemma":[0.9992237,0.00009245591,0.00004196119,0.00004554214,0.0003287338,0.0002675538],"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":[0.00002495446,0.00003429605,0.000121907,0.00009445615,0.000002128653,0.00003966819,0.0002534411,0.00004547802,0.00007404613,0.02768695,0.9211459,0.05047688],"study_design_scores_gemma":[8.044864e-7,0.000002060371,0.000112814,0.00002713934,2.902394e-7,0.000005946737,0.00005085842,0.000008409188,0.00001665724,0.000282433,0.9994912,0.000001255503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002891272,0.01402175,0.0006165746,0.03604376,0.02640261,0.00009882379,0.0008191198,0.0002164831,0.9188896],"genre_scores_gemma":[0.00897492,0.003981757,0.0002626003,0.001967585,0.00219309,0.00007202684,0.0005642993,0.00007937155,0.9819043],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1489776,"threshold_uncertainty_score":0.4983796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2566761693","doi":"","title":"Book Rerview: Carol Roy (2016) Documentary Film Festivals: Transformative Learning, Community Building and Solidarity","year":2016,"lang":"en","type":"book-chapter","venue":"Concept eBooks","topic":"Adult and Continuing Education Topics","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":"Transformative learning; Solidarity; Social connectedness; Sociology; Media studies; Documentary film; Action (physics); Visual arts; Pedagogy; Political science; Art; Psychology; Law; Social psychology","authors":[{"name":"Kirsten Maclean","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02117338849043505,"gpt":0.3007054409748592,"spread":0.2795320524844242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000349114,0.0007154182,0.0004428359,0.001425757,0.003005246,0.004363699,0.0007049688,0.001246741,0.08818761],"category_scores_gemma":[0.001060363,0.0002835401,0.0002947946,0.002098961,0.001271444,0.002901949,0.001422681,0.002653791,0.02606004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003388392,"about_ca_system_score_gemma":0.004284713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05034124,"about_ca_topic_score_gemma":0.1796786,"domain_scores_codex":[0.9997554,0.00002980993,0.000007597802,0.00003203184,0.0001490842,0.00002593688],"domain_scores_gemma":[0.9995742,0.0001309997,0.00001636131,0.00002457257,0.0001547353,0.00009903869],"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":[0.000005858491,0.0000128541,0.00004298766,0.00009412382,9.554442e-7,0.00005276344,0.0009633031,0.00006264983,0.0001742389,0.01654812,0.9393669,0.04267535],"study_design_scores_gemma":[7.185274e-7,0.000001690198,0.00007239813,0.00005687473,4.296825e-7,0.00004231193,0.0002601757,0.00001144977,0.00002375817,0.0009491837,0.998579,0.000002013615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0009097279,0.04142753,0.001965391,0.01568973,0.01201503,0.00008837998,0.0006852617,0.0003594944,0.9268594],"genre_scores_gemma":[0.002567947,0.009685598,0.0007658307,0.00180714,0.0005858161,0.00002538119,0.0002169835,0.0001485004,0.9841968],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08818761,"threshold_uncertainty_score":0.2950169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}