{"id":"W4280502461","doi":"10.1080/11956860.2022.2062884","title":"Cover image","year":2022,"lang":"fr","type":"paratext","venue":"Ecoscience","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Geography; Ecology; Biology; Remote sensing; Environmental science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001831383,0.0007402688,0.000680919,0.0004917287,0.001496005,0.0006349888,0.003439623,0.0002359221,0.7884108],"category_scores_gemma":[0.0006183416,0.000864696,0.0003134976,0.003389424,0.002211376,0.001209009,0.002026302,0.001596987,0.9696904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002413688,"about_ca_system_score_gemma":0.002185076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003213451,"about_ca_topic_score_gemma":0.00002690229,"domain_scores_codex":[0.992986,0.0005931382,0.0006393208,0.002036597,0.00198643,0.001758529],"domain_scores_gemma":[0.9968377,0.0002995662,0.0006663178,0.00151799,0.0001755382,0.0005028635],"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":[0.00001731178,0.0002316928,0.00002201519,0.00007357915,0.0000128642,0.0001632887,0.0002288079,0.001856882,0.01599256,0.0008513932,0.9800919,0.0004576883],"study_design_scores_gemma":[0.0002891783,0.0001794269,0.0009439435,0.00006499159,0.00004173595,0.0001349596,0.00007280485,0.007670292,0.0008987928,0.0001041139,0.9886103,0.0009894714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004358714,0.003990627,0.0005888954,0.0005117428,0.0241556,0.0006629482,0.007994948,0.0001167329,0.9576198],"genre_scores_gemma":[0.003763319,0.0004582346,0.002032579,0.0008258203,0.0006534518,0.0001562932,0.0003264452,0.0002286753,0.9915552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1812796,"threshold_uncertainty_score":0.9998039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02019286130873715,"score_gpt":0.2884639686199702,"score_spread":0.268271107311233,"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."}}