{"id":"W2602838159","doi":"10.17180/w3pk-w678","title":".  Associations céréale-légumineuse multi-services.","year":2023,"lang":"en","type":"preprint","venue":"Organic Eprints (International Centre for Research in Organic Food Systems, and Research Institute of Organic Agriculture)","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Saint-Laurent","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.007959808,0.0007779581,0.00123258,0.0006306387,0.001101262,0.0008452015,0.003529889,0.001387144,0.0008436373],"category_scores_gemma":[0.001862615,0.0003735388,0.0003216992,0.003194376,0.000563577,0.0004910409,0.005113415,0.003495186,0.0005314724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001607226,"about_ca_system_score_gemma":0.0006790786,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00337869,"about_ca_topic_score_gemma":0.03229276,"domain_scores_codex":[0.9884772,0.001107556,0.001818156,0.002107502,0.004297873,0.002191726],"domain_scores_gemma":[0.9921065,0.001488023,0.0005849946,0.0005147571,0.004578962,0.000726791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00045194,0.004458554,0.03854396,0.004915051,0.003117747,0.0003098142,0.005791405,0.0000937538,0.8427943,0.01071563,0.08419345,0.004614397],"study_design_scores_gemma":[0.007484913,0.001878954,0.4686916,0.008869309,0.0002074445,0.0002112593,0.03093809,0.0009319003,0.03145239,0.009779362,0.4349986,0.004556234],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9222356,0.003618263,0.00008056688,0.05071791,0.005965556,0.0113886,0.004236826,0.0004759459,0.001280735],"genre_scores_gemma":[0.9656869,0.006170308,0.0002110853,0.00003053163,0.001880184,0.0003448738,0.004741039,0.00004061388,0.02089451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8113419,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1462873302302076,"score_gpt":0.3592839707832488,"score_spread":0.2129966405530412,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}