{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005014309,0.0006877846,0.0003140479,0.001099864,0.0009087356,0.002225109,0.0003264591,0.0008609208,0.09552075],"category_scores_gemma":[0.0008056574,0.0001381045,0.0002067288,0.001277609,0.0004527666,0.001497877,0.00122606,0.000563721,0.02332796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000633933,"about_ca_system_score_gemma":0.0004803462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004292241,"about_ca_topic_score_gemma":0.005126851,"domain_scores_codex":[0.9995657,0.0001029985,0.00001894218,0.0001077205,0.00008153035,0.0001231826],"domain_scores_gemma":[0.9993548,0.0001004222,0.0001917827,0.00005503329,0.00008538091,0.0002124848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001006603,0.0002324142,0.05060279,0.0008542078,0.0001612355,0.002641759,0.0009475398,0.0005405117,0.01810578,0.3238979,0.102342,0.4986672],"study_design_scores_gemma":[0.00006989513,0.00008542066,0.05057321,0.0001218604,0.0000371196,0.004095239,0.0007116902,0.0007310204,0.001300313,0.02165478,0.9206032,0.00001626083],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2679363,0.03395554,0.02601341,0.01131933,0.004262717,0.0001765767,0.01435428,0.002022773,0.6399592],"genre_scores_gemma":[0.742622,0.006234443,0.01301759,0.0007529912,0.0008549616,0.0001121464,0.006332282,0.0002264535,0.2298471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09552075,"threshold_uncertainty_score":0.3195487,"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."}}