{"id":"W4392003097","doi":"10.3389/fmicb.2024.1305148","title":"Economic microbiology: exploring microbes as agents in economic systems","year":2024,"lang":"en","type":"review","venue":"Frontiers in Microbiology","topic":"Innovation, Sustainability, Human-Machine Systems","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Ecosystem services; Microbiome; Business; Ecology; Holobiont; Natural resource economics; Ecosystem; Biology; Economics; Environmental resource management","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":[0.002155563,0.0005935322,0.000584505,0.001359121,0.001511546,0.004010726,0.0009251213,0.003132521,0.003369721],"category_scores_gemma":[0.003109496,0.0002625953,0.0005774304,0.0009893002,0.009212638,0.009956436,0.00329686,0.003684298,0.0006338871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001935364,"about_ca_system_score_gemma":0.001614958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001363442,"about_ca_topic_score_gemma":0.001294808,"domain_scores_codex":[0.9989501,0.0005796984,0.00002768267,0.0001430932,0.0001738506,0.0001256614],"domain_scores_gemma":[0.9981504,0.001284297,0.0001320781,0.0001196593,0.0001433008,0.0001702175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002029368,0.00002701238,0.00110605,0.0003111807,0.00002061086,0.0001580295,0.0009143712,0.001156964,0.0009595723,0.9521301,0.01056222,0.0326336],"study_design_scores_gemma":[0.000009166907,0.00003563203,0.0008005873,0.000246302,0.000009581236,0.0001349531,0.001042324,0.001912227,0.0004023525,0.8640492,0.1313342,0.00002347182],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05350217,0.3404341,0.1395568,0.2881886,0.009141094,0.0001670024,0.0004336911,0.0002804192,0.1682962],"genre_scores_gemma":[0.6294614,0.2266167,0.08203485,0.02446592,0.01007951,0.0004640686,0.0002211998,0.0001070059,0.02654939],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004010726,"threshold_uncertainty_score":0.01404208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0679967626446417,"score_gpt":0.3687003684311744,"score_spread":0.3007036057865327,"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."}}