{"id":"W2075181940","doi":"10.1371/journal.pbio.1002020","title":"Life in a World without Microbes","year":2014,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Alfred P. Sloan Foundation","keywords":"Biology; Astrobiology; Ecology; Environmental ethics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001962296,0.0003253291,0.000709985,0.0005006994,0.002899101,0.003030175,0.0006494639,0.002889591,0.005852363],"category_scores_gemma":[0.005681614,0.0002056075,0.0004084056,0.0003428537,0.009509663,0.009177081,0.003324189,0.003312844,0.001015267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009669947,"about_ca_system_score_gemma":0.001246481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041145,"about_ca_topic_score_gemma":0.0008451351,"domain_scores_codex":[0.9988507,0.0004800947,0.00003743679,0.0001946912,0.0002023646,0.0002346338],"domain_scores_gemma":[0.9972183,0.0008263678,0.0002585147,0.0003775548,0.0003188183,0.001000474],"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":[0.00007748725,0.00005191305,0.001345778,0.0001285046,0.00005888772,0.0003596812,0.00129425,0.0009264634,0.002212518,0.9719006,0.01088352,0.01076047],"study_design_scores_gemma":[0.00002662753,0.00007638537,0.001274479,0.00007155446,0.00002597481,0.0003047284,0.001932139,0.001073901,0.0004616507,0.9403353,0.05438409,0.0000332512],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3564574,0.01068879,0.04367349,0.3213978,0.00416432,0.000120718,0.0004065962,0.0002615429,0.2628293],"genre_scores_gemma":[0.9564307,0.002859449,0.007855294,0.01767726,0.0007378293,0.00006532524,0.0001032887,0.00004216532,0.0142287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005852363,"threshold_uncertainty_score":0.01957816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02329533789064603,"score_gpt":0.2950450483399601,"score_spread":0.2717497104493141,"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."}}