{"id":"W6942437895","doi":"10.14288/cl.vi256.197592","title":"Atypical","year":2022,"lang":"en","type":"article","venue":"Open Collections","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Feature (linguistics); Interpretation (philosophy); Set (abstract data type); Selection (genetic algorithm)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001527287,0.001018306,0.0007893829,0.004847926,0.01360416,0.009028479,0.002227424,0.00255006,0.4793163],"category_scores_gemma":[0.0107426,0.0004840813,0.0005308487,0.004550365,0.003268819,0.004910692,0.003200271,0.003511133,0.2027974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0169032,"about_ca_system_score_gemma":0.02396859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5807369,"about_ca_topic_score_gemma":0.8319721,"domain_scores_codex":[0.998059,0.0001123553,0.00006397165,0.0001511804,0.001266225,0.0003471898],"domain_scores_gemma":[0.9912251,0.0005387478,0.0001679645,0.0003678126,0.006416231,0.001284227],"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":[0.000005579471,0.000003010551,0.00005031715,0.0000316123,5.474589e-7,0.00004522737,0.0001681282,0.000006880639,0.00002365196,0.003334661,0.9894813,0.006849146],"study_design_scores_gemma":[0.000001383333,9.904106e-7,0.0001274321,0.00005038354,7.125188e-7,0.00004969404,0.000335355,0.00000718161,0.00001667879,0.0004798285,0.9989244,0.000005914505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007755319,0.004625111,0.000761857,0.04079834,0.03489952,0.0001639546,0.005522617,0.001029931,0.9114232],"genre_scores_gemma":[0.005348217,0.001901032,0.0006971363,0.008920051,0.002828153,0.00004089167,0.001428719,0.0006342693,0.9782015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5807369,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901727025208796,"score_gpt":0.2256552400055637,"score_spread":0.2066379697534757,"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."}}