{"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":"ed4aded2c99a","filters":{"venue":"Recherches en didactique des mathématiques"}},"results":[{"id":"W3044128537","doi":"","title":"Quelques assises pour valoriser le développement des connaissances spatiales à l’école primaire","year":2020,"lang":"fr","type":"article","venue":"Recherches en didactique des mathématiques","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","authors":[{"name":"Patricia Marchand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2523795904601964,"gpt":0.4052360995895296,"spread":0.1528565091293332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00371421,0.0007192668,0.000897529,0.0001584912,0.0009615525,0.0005924107,0.001010447,0.000800845,0.0008954527],"category_scores_gemma":[0.004483466,0.0007405842,0.0003697345,0.0007103259,0.00203342,0.001325603,0.0002453169,0.001047349,0.0002058681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370703,"about_ca_system_score_gemma":0.001917431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006174987,"about_ca_topic_score_gemma":0.001187488,"domain_scores_codex":[0.9924299,0.004174402,0.001040324,0.0007909449,0.000655123,0.0009093128],"domain_scores_gemma":[0.9960245,0.001649121,0.000681754,0.0004840624,0.0005245526,0.0006360012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005270758,0.001210759,0.007110093,0.003653215,0.0003351499,0.00002158987,0.3977363,0.000009329979,0.001861167,0.4815267,0.02328327,0.08319972],"study_design_scores_gemma":[0.0004767853,0.0004040635,0.01665637,0.003115453,0.0002397551,0.0000214906,0.02454605,0.0008843298,0.06466818,0.8140293,0.07332471,0.00163354],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.398657,0.016569,0.2521087,0.1853385,0.0008298132,0.002260864,0.00007097311,0.003026541,0.1411386],"genre_scores_gemma":[0.646655,0.01621119,0.328671,0.002540144,0.0008891563,0.0003062658,0.00002486983,0.0001426315,0.004559743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3731903,"threshold_uncertainty_score":0.9995045,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2744876109","doi":"","title":"Conception et pilotage de situations à dimension adidactique en contexte orthopédagogique","year":2016,"lang":"fr","type":"article","venue":"Recherches en didactique des mathématiques","topic":"Mathematics Education and Teaching Techniques","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":"Humanities; Context (archaeology); Initial training; Sociology; Philosophy; Psychology; Geography","authors":[{"name":"Virginie Houle","is_ca":false},{"name":"Jacinthe Giroux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1053755086863307,"gpt":0.4202880497700497,"spread":0.3149125410837191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01401349,0.0006034066,0.0006521459,0.0002678348,0.0005535168,0.000277328,0.0006305926,0.001344699,0.001127506],"category_scores_gemma":[0.009189717,0.0005148601,0.0003240505,0.0004804442,0.0009824944,0.001651582,0.0001573197,0.001159899,0.0002812339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00336139,"about_ca_system_score_gemma":0.001483338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002619433,"about_ca_topic_score_gemma":0.002470135,"domain_scores_codex":[0.9833273,0.01371844,0.0009077237,0.0006702244,0.0004963245,0.0008800033],"domain_scores_gemma":[0.988344,0.009403036,0.0006428392,0.0007005865,0.0004578542,0.0004517483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004009121,0.0005973519,0.001166978,0.0002878623,0.0001100446,0.00001294468,0.2314771,0.000002025152,0.01716362,0.6687449,0.004542997,0.07585414],"study_design_scores_gemma":[0.000534608,0.000373234,0.00756068,0.003813685,0.0001714493,0.0001134872,0.006274567,0.0002391515,0.02332356,0.8288452,0.127546,0.001204406],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3542086,0.001127731,0.5540808,0.04277648,0.0005049356,0.001213661,0.0000522027,0.001332517,0.04470312],"genre_scores_gemma":[0.7881237,0.03459759,0.1454855,0.0013145,0.0004961669,0.0003718142,0.00002242507,0.0001368156,0.02945151],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4339152,"threshold_uncertainty_score":0.9999518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}