{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"b3a0ba82ed1b","filters":{"venue":"Recherche d’information document et web sémantique"}},"results":[{"id":"W2782126927","doi":"10.21494/iste.op.2018.0206","title":"Les espaces sémantiques de mots-clés : une méthode d’indexation automatique de documents par assignation de mots-clés","year":2017,"lang":"fr","type":"article","venue":"Recherche d’information document et web sémantique","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Indexation; Humanities; Art; Economics","authors":[{"name":"Jean-François Chartier","is_ca":true},{"name":"Dominic Forest","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08990668803295894,"gpt":0.3943007640468393,"spread":0.3043940760138804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003716391,0.001395453,0.001207526,0.004481534,0.001895081,0.006227604,0.002221082,0.001615901,0.009088944],"category_scores_gemma":[0.01344406,0.0009886679,0.001775446,0.005502191,0.002018642,0.005091418,0.002634029,0.002380619,0.005889753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701694,"about_ca_system_score_gemma":0.002752231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0140657,"about_ca_topic_score_gemma":0.01562244,"domain_scores_codex":[0.9958606,0.0008736915,0.0004300261,0.0009901316,0.001645093,0.0002005175],"domain_scores_gemma":[0.9931017,0.002738739,0.000437387,0.001579743,0.001938793,0.0002035401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005892674,0.0001790985,0.003192725,0.0007869165,0.0001804863,0.0002494015,0.002533235,0.01043473,0.04195055,0.05570228,0.0247593,0.8594421],"study_design_scores_gemma":[0.0002501146,0.0002393024,0.007387101,0.0003654699,0.0002881482,0.001448989,0.001727963,0.4824096,0.1714258,0.103155,0.2308664,0.0004360853],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00871557,0.0004261053,0.9775613,0.0005219731,0.0001773333,0.0001485264,0.001043024,0.007888484,0.003517792],"genre_scores_gemma":[0.07255068,0.000407373,0.9088482,0.0002149587,0.0001120591,0.0002633327,0.001776912,0.002205085,0.0136214],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0140657,"threshold_uncertainty_score":0.03040552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}