{"id":"W6949777198","doi":"10.5281/zenodo.15785443","title":"Parasola malakandensis S. Hussain, Afshan & H. Ahmad","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Pileus; Apex (geometry); Basidium; Context (archaeology); White (mutation)","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":[0.0001051426,0.0007932709,0.0002598099,0.001341581,0.001409715,0.0006542967,0.0003939611,0.0004629351,0.01396514],"category_scores_gemma":[0.0002147098,0.000172902,0.0001486652,0.0007324091,0.000324863,0.001217617,0.0007085138,0.0006892213,0.004462513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004427964,"about_ca_system_score_gemma":0.0006087376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003556439,"about_ca_topic_score_gemma":0.006345774,"domain_scores_codex":[0.9999232,0.000009491738,0.000007983931,0.00002613323,0.00002169959,0.00001146258],"domain_scores_gemma":[0.9998875,0.00002414674,0.00003459636,0.000008509284,0.00003023301,0.00001497289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004546543,0.0003169895,0.0167587,0.001829944,0.00004405648,0.01557515,0.003601558,0.0007185524,0.08008906,0.008297708,0.05112905,0.8211846],"study_design_scores_gemma":[0.00004241359,0.0002046459,0.08830845,0.0006569605,0.00007838145,0.02063046,0.00310351,0.0009947356,0.01685402,0.003226388,0.8658398,0.00006021567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.401685,0.1615403,0.00924682,0.00767266,0.004367477,0.0007372603,0.005353227,0.001772859,0.4076244],"genre_scores_gemma":[0.8924928,0.02561573,0.009043869,0.001179876,0.001163538,0.0001674546,0.003656685,0.00007607078,0.06660399],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01396514,"threshold_uncertainty_score":0.046718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906066182618328,"score_gpt":0.2211804786858423,"score_spread":0.202119816859659,"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."}}