{"id":"W6940953513","doi":"10.1051/0004-6361/202346204/pdf","title":"FAUST","year":2023,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Natural Sciences; Deutsche Forschungsgemeinschaft; Natural Sciences and Engineering Research Council of Canada; National Astronomical Observatory of Japan; European Commission; National Science Foundation; Korea Astronomy and Space Science Institute; National Radio Astronomy Observatory","keywords":"Protostar; Emissivity; Envelope (radar); Interstellar medium; Population; Cosmic dust; Wavelength","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009824688,0.001118884,0.0006659279,0.002097081,0.001705949,0.006062169,0.00175309,0.002443825,0.6183555],"category_scores_gemma":[0.002971449,0.0004392076,0.0005080696,0.001849542,0.0007686357,0.002860595,0.003435393,0.001589071,0.4986484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001338602,"about_ca_system_score_gemma":0.001847465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006820934,"about_ca_topic_score_gemma":0.007032779,"domain_scores_codex":[0.9989718,0.0001372747,0.00006800905,0.0003294041,0.0003491702,0.0001444145],"domain_scores_gemma":[0.9985807,0.0002071456,0.000123947,0.0003393799,0.0003939051,0.000354966],"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":[0.0002436521,0.00009985454,0.0016214,0.0006275771,0.00002769348,0.0004901944,0.0003780735,0.0004157542,0.001592271,0.0343746,0.6452878,0.3148411],"study_design_scores_gemma":[0.00001062991,0.000009109339,0.0005045937,0.00009643799,0.000004072228,0.0001783053,0.00005535454,0.0001081535,0.0002182319,0.001578884,0.997229,0.000007161863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002633118,0.0042309,0.00680988,0.005505626,0.003090223,0.0001576877,0.0213844,0.008436785,0.9477513],"genre_scores_gemma":[0.02244556,0.003557878,0.008793993,0.002494779,0.0007435171,0.0001646887,0.02279639,0.003335549,0.9356677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3816445,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01750207497810291,"score_gpt":0.2267190752660695,"score_spread":0.2092170002879666,"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."}}