{"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":"6fb427cd6dbf","filters":{"venue":"Paroles gelées"}},"results":[{"id":"W2945302740","doi":"10.5070/pg7311043848","title":"PG first page","year":2018,"lang":"fr","type":"article","venue":"Paroles gelées","topic":"Contemporary art, education, critique","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":"Francophone University Association","funders":"","keywords":"Computer science","authors":[{"name":"Nanar Khamo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03108258261870483,"gpt":0.313247738210768,"spread":0.2821651555920632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001392797,0.0002156327,0.0002295426,0.00007085357,0.001209545,0.0001592703,0.0004591362,0.0002011798,0.005217216],"category_scores_gemma":[0.0002155305,0.0002438003,0.0001151141,0.0004381651,0.001661615,0.001501872,0.00006020041,0.000174544,0.004504219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001072439,"about_ca_system_score_gemma":0.0004559617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006165537,"about_ca_topic_score_gemma":0.02711174,"domain_scores_codex":[0.9976068,0.0007025842,0.0003372665,0.0004224892,0.0003339773,0.0005968655],"domain_scores_gemma":[0.9986711,0.0003122056,0.0001312799,0.0003921509,0.0002263934,0.0002668538],"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":[0.00001827754,0.0003329736,0.04137136,0.00008720806,0.00005488582,0.000009741516,0.08603969,7.528769e-7,0.00009109809,0.1226703,0.727259,0.02206473],"study_design_scores_gemma":[0.0001366624,0.00009627041,0.004750884,0.0001241201,0.00002884336,0.00000351176,0.009574153,0.00007922743,0.0006618503,0.01399317,0.970266,0.0002853346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3016602,0.01462502,0.0001347542,0.3826207,0.007549571,0.0004272321,0.00004766672,0.0001864802,0.2927484],"genre_scores_gemma":[0.7661807,0.002863701,0.0005011483,0.0006849517,0.004674679,0.00002588273,0.000008109117,0.00002184941,0.225039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4645205,"threshold_uncertainty_score":0.9962709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767043268","doi":"","title":"Speaking the Unspeakable: The Creation of a New Caribbean Identity - eScholarship","year":2003,"lang":"en","type":"article","venue":"Paroles gelées","topic":"Caribbean history, culture, and politics","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":"Identity (music); Poetry; Subject (documents); Punishment (psychology); History; First language; Face (sociological concept); Ransom; Literature; Sociology; Art; Linguistics; Aesthetics; Philosophy; Psychology; Archaeology","authors":[{"name":"Claire Gallou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0349349110902344,"gpt":0.3101743100886895,"spread":0.2752393989984551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001314115,0.00009980318,0.0001290724,0.0000285357,0.0008970901,0.0001548844,0.000394132,0.00007821054,0.0001724133],"category_scores_gemma":[0.0007980545,0.00006276395,0.000106525,0.0002920353,0.0004119698,0.000273071,0.00002080724,0.0001853892,0.00003074213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001087791,"about_ca_system_score_gemma":0.0002916827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01731144,"about_ca_topic_score_gemma":0.03940545,"domain_scores_codex":[0.9984608,0.0004763754,0.0001976385,0.0001407467,0.0004449352,0.0002795436],"domain_scores_gemma":[0.9991662,0.0002120784,0.0001393802,0.0002808604,0.0001152254,0.000086276],"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":[0.000006579375,0.00002883295,0.0184774,0.00001245744,0.00003615385,0.000001023948,0.07452114,0.00002782098,0.0001885395,0.8956836,0.00883121,0.002185178],"study_design_scores_gemma":[0.0001487063,0.00001391951,0.007984144,0.00002113515,0.00008658595,0.00000191745,0.03602465,0.000005298532,0.0009611952,0.02721734,0.9274064,0.000128713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5555596,0.004095234,0.0002890478,0.001725953,0.001073248,0.0004407103,0.00002144701,0.00007376715,0.436721],"genre_scores_gemma":[0.9956442,0.0001498124,0.00007538759,0.0002817308,0.0004031802,0.000004509077,0.000003413115,0.000008600075,0.003429181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9185752,"threshold_uncertainty_score":0.9892324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W241571802","doi":"10.5070/pg7251003192","title":"Charting Collaborative Practices: Acknowledgements","year":2009,"lang":"en","type":"article","venue":"Paroles gelées","topic":"French Language Learning Methods","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":"University of California, Los Angeles; University of Southern California","keywords":"Library science; Theme (computing); French; The Internet; Political science; Sociology; Media studies; Public relations; World Wide Web; Humanities; Computer science; Art","authors":[{"name":"Alisa Belanger","is_ca":false},{"name":"Allison Crumly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04115648485675978,"gpt":0.4072263845134128,"spread":0.366069899656653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001728142,0.0001034995,0.0001463425,0.0000643135,0.0005227893,0.00015343,0.0002599971,0.00007725581,0.0009363688],"category_scores_gemma":[0.01016045,0.00009947419,0.00003596609,0.0005087707,0.0001162424,0.0003545106,0.00002454636,0.0001660619,0.000650591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006944394,"about_ca_system_score_gemma":0.0001599736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001177362,"about_ca_topic_score_gemma":0.0006857245,"domain_scores_codex":[0.998067,0.0008279029,0.0001711103,0.0002343258,0.0003348248,0.0003648847],"domain_scores_gemma":[0.9986859,0.0003516469,0.00036245,0.0001637769,0.0003281807,0.0001080609],"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":[0.00003630794,0.0002489636,0.01975043,0.00001759695,0.00006209186,0.00002736977,0.1553238,0.00003252548,0.00663323,0.01138134,0.02457298,0.7819133],"study_design_scores_gemma":[0.0002790801,0.0001092582,0.008093867,0.00004964155,0.00002933792,4.028861e-7,0.02400269,0.0001390283,0.003173625,0.003107514,0.9607506,0.0002649045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2790835,0.004117394,0.0007363651,0.007230445,0.001036815,0.0005054314,0.000003903292,0.0004593311,0.7068268],"genre_scores_gemma":[0.9511787,0.0002102209,0.02969956,0.000868327,0.001366588,0.00002182267,0.00000538496,0.00001303979,0.0166363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9361777,"threshold_uncertainty_score":0.9999769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}