{"id":"W4292560481","doi":"10.1177/01622439221119851","title":"Industrializing Bacterial Work: Microbiopolitics, Biogas Alchemy, and the French Waste Management Sector","year":2022,"lang":"en","type":"article","venue":"Science Technology & Human Values","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Business; Waste management; Engineering; Natural resource economics; Economics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00163052,0.0005386062,0.0001742947,0.001944053,0.004333723,0.004895298,0.000276761,0.001683175,0.004437528],"category_scores_gemma":[0.001268155,0.0001336869,0.0002663136,0.001874954,0.009181614,0.001659216,0.001519701,0.001008379,0.0003868282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01436517,"about_ca_system_score_gemma":0.003311774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.154166,"about_ca_topic_score_gemma":0.1416171,"domain_scores_codex":[0.9983131,0.0009923172,0.00003145804,0.0001419851,0.0002454644,0.0002757516],"domain_scores_gemma":[0.9990189,0.0004711172,0.00019384,0.00004009438,0.0001446111,0.0001313962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001757205,0.00007034048,0.01105712,0.000354885,0.00003772091,0.001102133,0.04102308,0.0005980189,0.00209192,0.8223119,0.01403644,0.1071406],"study_design_scores_gemma":[0.00001154866,0.0001022665,0.0413024,0.0005945704,0.00001884917,0.0007480648,0.03131702,0.0002941154,0.00118891,0.04142605,0.8829423,0.00005384146],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2352223,0.3244432,0.003204398,0.1216511,0.000719615,0.00001778149,0.0001561534,0.00007152792,0.314514],"genre_scores_gemma":[0.9294997,0.04642535,0.0009012757,0.003399903,0.0004639865,0.00001046047,0.00003618003,0.00001876992,0.0192444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9956663,"threshold_uncertainty_score":0.3065374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03298625005184355,"score_gpt":0.31274873859627,"score_spread":0.2797624885444264,"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."}}