{"id":"W3186422455","doi":"10.4000/communication.13313","title":"Vol. 38/1","year":2021,"lang":"fr","type":"paratext","venue":"Communication","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007146819,0.001364682,0.0007467663,0.002887012,0.00211063,0.008541395,0.0008154371,0.002471919,0.8120931],"category_scores_gemma":[0.003144133,0.0003204703,0.0005403965,0.002352245,0.001016265,0.002336035,0.002399321,0.002255911,0.790493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002273065,"about_ca_system_score_gemma":0.001596826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005142089,"about_ca_topic_score_gemma":0.006059865,"domain_scores_codex":[0.999329,0.00007961458,0.00002721655,0.0001274956,0.0003106721,0.000126073],"domain_scores_gemma":[0.9989108,0.0002394297,0.00004545405,0.0001388942,0.0004216039,0.0002437252],"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":[0.00003929321,0.000029504,0.0001463243,0.0001815312,0.000003127565,0.00006389168,0.00006821677,0.0000603426,0.0004449495,0.0063405,0.9461194,0.04650289],"study_design_scores_gemma":[0.000004594636,0.000009883959,0.0003227817,0.0001129111,0.000001403765,0.00003774973,0.00005162985,0.00004563141,0.00009286259,0.0006019548,0.9987152,0.000003423293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003010595,0.001348163,0.0001573293,0.001399883,0.00263674,0.00005033312,0.0008886124,0.0002677087,0.9929502],"genre_scores_gemma":[0.0009855053,0.0006104508,0.00004087036,0.0003078719,0.0004459787,0.00002211258,0.0002978149,0.0001006019,0.9971889],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1879069,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05905427758234973,"score_gpt":0.3328774825312812,"score_spread":0.2738232049489315,"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."}}