{"id":"W6948629954","doi":"10.5061/dryad.w9ghx3fq7","title":"Plastic mulch film residues in agriculture: impact on soil suppressiveness, plant growth, and microbial communities","year":2022,"lang":"en","type":"dataset","venue":"Socio-Environmental Systems Modeling","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Society for the Teaching of Psychology; China Scholarship Council","keywords":"Rhizosphere; Mulch; Plastic film; Plastic mulch; Microbial population biology; Soil water; Nutrient; Biodegradable plastic","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0007309972,0.001431491,0.001561997,0.0005292422,0.001156891,0.0003403203,0.001088469,0.00087387,0.001136979],"category_scores_gemma":[0.00003060737,0.001257064,0.000345024,0.0001768436,0.0003678134,0.0003793142,0.001278488,0.002659394,0.0002228703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002935536,"about_ca_system_score_gemma":0.0001033759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03360712,"about_ca_topic_score_gemma":0.0003209342,"domain_scores_codex":[0.9936953,0.001723129,0.001126065,0.001027139,0.001285897,0.001142434],"domain_scores_gemma":[0.9973989,0.000667683,0.0007477996,0.0009149684,0.000009885217,0.0002607252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003847901,0.0004061627,0.002778801,0.0006182396,0.000289107,0.000171086,0.001375592,0.3345782,0.002645319,0.000002769874,0.6567491,8.570978e-7],"study_design_scores_gemma":[0.01857742,0.002794927,0.002729605,0.0107587,0.002684696,0.002202149,0.7557573,0.06574458,0.0001718526,0.00008651771,0.1228006,0.01569171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.3899661,0.001630345,0.000003562404,0.00001267271,0.0004668166,0.0007690997,0.6070805,0.00006393121,0.000006935171],"genre_scores_gemma":[0.4718397,0.0006198749,0.000001795073,0.00002139295,0.0001933553,0.0002635858,0.5269012,0.0001413367,0.00001774562],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7543817,"threshold_uncertainty_score":0.9998435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440846393093581,"score_gpt":0.2209255924837786,"score_spread":0.2065171285528428,"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."}}