{"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":"97ef02904369","filters":{"venue":"Community psychology"}},"results":[{"id":"W4403588528","doi":"10.1007/978-3-031-67035-0_17","title":"Reimaging a Decolonial and Post-Sectarian Lebanon: A Reflection on the October 17 Uprising","year":2024,"lang":"en","type":"book-chapter","venue":"Community psychology","topic":"Middle East Politics and Society","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Reflection (computer programming); Ancient history; Political science; History; Geography; Computer science","authors":[{"name":"Ramy Barhouche","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1063040248141051,"gpt":0.3921915445163862,"spread":0.2858875197022811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00171299,0.0002397467,0.0002738649,0.0001150317,0.002330291,0.0002106153,0.0005020544,0.0005709903,0.0007846916],"category_scores_gemma":[0.0001466024,0.0002059515,0.0001648826,0.00006412281,0.0009721632,0.00005084268,0.0002066693,0.002848661,0.0001509651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00018183,"about_ca_system_score_gemma":0.0001431747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002826008,"about_ca_topic_score_gemma":0.01191759,"domain_scores_codex":[0.9983149,0.0005757444,0.0002463083,0.0002730999,0.0002193652,0.0003706083],"domain_scores_gemma":[0.9983079,0.0006466137,0.0001271573,0.0006911008,0.0001142702,0.0001129826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002224547,0.00003059507,0.00002914193,0.00001733607,0.00008843498,0.000009824586,0.03899288,1.348869e-7,0.00002374919,0.9468564,0.01093664,0.002992562],"study_design_scores_gemma":[0.0001209339,0.0001187131,0.0003507897,0.0001254311,0.00005130909,0.00001747054,0.001313289,0.00000475069,5.035088e-7,0.2502799,0.7474214,0.0001955321],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01350057,0.0006308958,0.00001409171,0.02438617,0.001382414,0.0002757064,0.00002234727,0.0001002244,0.9596876],"genre_scores_gemma":[0.3658512,0.0006938364,0.00009591612,0.01581928,0.001418809,0.00002034072,0.0000341487,0.00008919389,0.6159773],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7364848,"threshold_uncertainty_score":0.9994518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414527968","doi":"10.1007/978-3-031-99223-0_7","title":"Disability and Climate Justice: Poetry as Praxis","year":2025,"lang":"en","type":"book-chapter","venue":"Community psychology","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Disability Prevention and Rehabilitation","funders":"","keywords":"Phenomenology (philosophy); Praxis; Narrative; Poetry; Meaning (existential); Identity (music); Disability studies; Relation (database)","authors":[{"name":"Erica Friesen","is_ca":true},{"name":"Lauren Munro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03553835651875087,"gpt":0.3028056289131223,"spread":0.2672672723943715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002418031,0.0003243375,0.0004025516,0.00006136733,0.0009121665,0.0001081465,0.0003721634,0.0003619204,0.00621674],"category_scores_gemma":[0.00002855416,0.0003144945,0.0001015052,0.000006216369,0.001997074,0.00009372178,0.0004337428,0.001736227,0.0002829369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003834761,"about_ca_system_score_gemma":0.0000080497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007708734,"about_ca_topic_score_gemma":0.0007017695,"domain_scores_codex":[0.9989123,0.0001590659,0.0003063224,0.0002777409,0.00008496861,0.000259643],"domain_scores_gemma":[0.9984572,0.0002929097,0.00008858802,0.001055835,0.00002550971,0.00007995667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005536522,0.0001787413,0.0001512062,0.0005517128,0.00005770809,0.00001027938,0.005099548,2.121522e-8,0.000002466011,0.9642352,0.02560781,0.004049962],"study_design_scores_gemma":[0.0002515244,0.0001732433,0.00115,0.0001695972,0.0001720197,0.00001832421,0.0006497991,3.761283e-7,3.441401e-7,0.0718745,0.9252704,0.0002698899],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00371829,0.001626226,6.148678e-7,0.001380236,0.001116222,0.0001854717,0.0007243378,0.00007263823,0.9911759],"genre_scores_gemma":[0.156923,0.002402488,0.00005741601,0.01099157,0.0005998011,0.00001911336,0.0009075119,0.00006088196,0.8280382],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8996626,"threshold_uncertainty_score":0.9999307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}