{"id":"W2407233964","doi":"10.1128/microbe.10.178.1","title":"Small Things Considered","year":2015,"lang":"en","type":"article","venue":"Microbe Magazine","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Computer science","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":[0.0009763747,0.0005444496,0.0003612453,0.0005214588,0.004355061,0.007531335,0.0007134243,0.002848736,0.1631493],"category_scores_gemma":[0.003286546,0.0001595262,0.0004239817,0.0007246386,0.004723581,0.007012951,0.004992028,0.004279312,0.05735978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002088338,"about_ca_system_score_gemma":0.002401895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002333224,"about_ca_topic_score_gemma":0.004856274,"domain_scores_codex":[0.9989605,0.0002620017,0.00003410278,0.0001966091,0.0003118242,0.000235117],"domain_scores_gemma":[0.998606,0.0002154191,0.00006684556,0.0001685489,0.0002519657,0.0006911638],"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":[0.00004393192,0.00001974619,0.0002611158,0.0001325879,0.00001090638,0.0001583373,0.00145113,0.00005493145,0.0006538834,0.2348118,0.6830499,0.07935179],"study_design_scores_gemma":[0.000001323907,0.000004478019,0.00007614755,0.00003268435,0.000001320219,0.00002644336,0.0002943048,0.000005856271,0.00003636271,0.007559097,0.9919598,0.000002126129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002526197,0.01539171,0.002474752,0.122426,0.02822584,0.00004726625,0.0004246116,0.0003846131,0.8280991],"genre_scores_gemma":[0.04575064,0.01030037,0.001449377,0.07045493,0.006540679,0.00009464985,0.0004456526,0.0004363443,0.8645273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1631493,"threshold_uncertainty_score":0.5457888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367966427524608,"score_gpt":0.2067965774567675,"score_spread":0.1831169131815214,"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."}}