{"meta":{"query_hash":"8c94528bacd1","filters":{"venue":"Annales Scientifiques du Limousin"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/8c94528bacd1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Annales+Scientifiques+du+Limousin"},"results":[{"id":"W2790247458","doi":"10.25965/asl.846","title":"Application du protocole de suivi dendrométrique des réserves forestières à la réserve naturelle nationale de la tourbière des Dauges","year":2018,"lang":"fr","type":"article","venue":"Annales Scientifiques du Limousin","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre de Santé et de Services Sociaux de la Montagne","funders":"","keywords":"Geography; Forestry; Humanities; Political science; Art","score_opus":0.015902169064967577,"score_gpt":0.2515525003007931,"score_spread":0.23565033123582554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790247458","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.085335195,0.00078186934,0.7581077,0.0021050845,0.0011521564,0.016572582,0.0387094,0.04657806,0.050657913],"genre_scores_gemma":[0.30274707,0.0008840888,0.54553175,0.0010027898,0.00027234602,0.04152072,0.05850771,0.0044576447,0.045075897],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9904882,0.0027673088,0.0014631073,0.0024629557,0.0020779504,0.00074048724],"domain_scores_gemma":[0.97636163,0.005887845,0.0016060402,0.0070145167,0.008209369,0.0009206205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016912963,0.00085978286,0.0011762242,0.0030546465,0.0019129125,0.0033470797,0.0014339254,0.0010650296,0.0124476785],"category_scores_gemma":[0.02594463,0.0010165854,0.0006999703,0.00260374,0.00081775006,0.0021907163,0.0027402043,0.0021190816,0.006901446],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059398813,0.0006691055,0.04846802,0.0027193397,0.00037321186,0.0005288635,0.0076819593,0.021902908,0.10228631,0.063634306,0.19864717,0.5471489],"study_design_scores_gemma":[0.00068706,0.00081662246,0.041808117,0.00054878014,0.00016201516,0.00030924956,0.002350125,0.07725395,0.13617876,0.017183334,0.7223014,0.0004005587],"about_ca_topic_score_codex":0.0124406405,"about_ca_topic_score_gemma":0.009115006,"teacher_disagreement_score":0.016912963,"about_ca_system_score_codex":0.002954052,"about_ca_system_score_gemma":0.007034381,"threshold_uncertainty_score":0.08944541},"labels":[],"label_agreement":null},{"id":"W2792917791","doi":"10.25965/asl.827","title":"Diagnostic écologique des habitats dans la Réserve Naturelle de la Tourbière des Dauges (Haute-Vienne) par la méthode « Syrph the Net »","year":2018,"lang":"fr","type":"article","venue":"Annales Scientifiques du Limousin","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre de Santé et de Services Sociaux de la Montagne","funders":"","keywords":"Forestry; Geography; Humanities; Biology; Art","score_opus":0.026801626345209363,"score_gpt":0.24182438420909833,"score_spread":0.21502275786388897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792917791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9355644,0.0011857025,0.0511265,0.00010780074,0.00006729284,0.0005222136,0.0056023444,0.0006031243,0.005220717],"genre_scores_gemma":[0.86319923,0.0004765406,0.1205741,0.000056463105,0.000016420954,0.0007247825,0.006738446,0.000116158786,0.008097784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990828,0.00020092951,0.000079342964,0.000290108,0.00022890896,0.00011797604],"domain_scores_gemma":[0.9986809,0.00043919848,0.00027040782,0.00012416508,0.00039882743,0.00008655168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014303719,0.0007333786,0.0005858807,0.003796473,0.00071518164,0.0010768586,0.000589185,0.00042160382,0.0032359615],"category_scores_gemma":[0.001751222,0.0003273408,0.00088297814,0.0022710813,0.00037572038,0.0004668062,0.0008522154,0.00042310116,0.000702412],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044663242,0.00010878494,0.802704,0.0009748342,0.0007738548,0.00056686875,0.0035166715,0.00449775,0.025955984,0.00087732065,0.003354387,0.15622291],"study_design_scores_gemma":[0.000023786704,0.00015224107,0.9704038,0.00009345274,0.00015025806,0.0003791375,0.0019519975,0.012375461,0.004121498,0.00038651284,0.009915491,0.000046289602],"about_ca_topic_score_codex":0.035394896,"about_ca_topic_score_gemma":0.115936,"teacher_disagreement_score":0.035394896,"about_ca_system_score_codex":0.00072940986,"about_ca_system_score_gemma":0.0013319199,"threshold_uncertainty_score":0.07037777},"labels":[],"label_agreement":null},{"id":"W2896252111","doi":"10.25965/asl.848","title":"La réserve naturelle régionale des Sauvages","year":2018,"lang":"fr","type":"article","venue":"Annales Scientifiques du Limousin","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre de Santé et de Services Sociaux de la Montagne","funders":"","keywords":"Humanities; Forestry; Geography; Art","score_opus":0.022499148170291743,"score_gpt":0.24888299211633558,"score_spread":0.22638384394604383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896252111","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65789247,0.014635317,0.015208845,0.0017986326,0.00024353733,0.00018556308,0.008293016,0.00091880275,0.3008238],"genre_scores_gemma":[0.89964294,0.0022731656,0.010588713,0.000095072515,0.00008108828,0.00011853899,0.0039994116,0.00015806533,0.083042994],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994661,0.0000802158,0.000028961613,0.00012448641,0.00020840514,0.00009190965],"domain_scores_gemma":[0.99922323,0.00016385436,0.00015651234,0.00008358938,0.0002664333,0.00010628734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008025178,0.00026142749,0.0001934338,0.0019173732,0.0009647806,0.0019124673,0.00040670935,0.00030949462,0.014444485],"category_scores_gemma":[0.0013691324,0.00014575662,0.00022230568,0.0019906813,0.00048383037,0.0006703339,0.00091637444,0.00031942368,0.0016518122],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053803803,0.00010383013,0.21503888,0.0010543987,0.00016302182,0.0012967217,0.008031248,0.0062341024,0.026962306,0.07350213,0.026955025,0.6401202],"study_design_scores_gemma":[0.000019475698,0.00010933669,0.25178763,0.00021667771,0.000022576807,0.0008445707,0.0017357789,0.0013317422,0.0036537682,0.0021042654,0.73813474,0.000039512663],"about_ca_topic_score_codex":0.034178033,"about_ca_topic_score_gemma":0.07111774,"teacher_disagreement_score":0.034178033,"about_ca_system_score_codex":0.0014735585,"about_ca_system_score_gemma":0.0025412282,"threshold_uncertainty_score":0.067958176},"labels":[],"label_agreement":null}]}