{"id":"W7095297286","doi":"","title":"DEPARTEMENT DES SOLS ET DE GENIE AGROALIMENTAIRE","year":2015,"lang":"en","type":"article","venue":"","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Work (physics); Process (computing); Context (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002998988,0.000945053,0.0008842915,0.002014315,0.004494312,0.004266241,0.001589213,0.002710277,0.05100797],"category_scores_gemma":[0.004571438,0.0004603346,0.0007913344,0.001228776,0.004057867,0.001642634,0.003409339,0.005423943,0.01392822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01131584,"about_ca_system_score_gemma":0.01202164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02605707,"about_ca_topic_score_gemma":0.03165034,"domain_scores_codex":[0.997074,0.0007639477,0.0001257055,0.0006572314,0.0008545094,0.0005245301],"domain_scores_gemma":[0.9940243,0.001259531,0.0005381334,0.00024759,0.001016213,0.002914202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001338529,0.0007287057,0.02036982,0.001920667,0.00009292916,0.001421833,0.009345834,0.002663555,0.009272384,0.3285325,0.3402307,0.2840826],"study_design_scores_gemma":[0.00002995098,0.0001619569,0.01252369,0.0002599008,0.0000101118,0.0005360164,0.001032422,0.0005208767,0.002994109,0.01086148,0.9710314,0.0000381016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07584185,0.1169776,0.01342476,0.337924,0.02440889,0.0003953669,0.002906685,0.0009212442,0.4271995],"genre_scores_gemma":[0.1517158,0.03276507,0.005724497,0.005630231,0.005534812,0.0001987042,0.0004397898,0.0002229081,0.7977682],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.948992,"threshold_uncertainty_score":0.1706387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07378096760667004,"score_gpt":0.3088208344751142,"score_spread":0.2350398668684442,"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."}}