{"id":"W6969076869","doi":"10.5281/zenodo.7398959","title":"Gohieria fusca","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Collembola Taxonomy and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poppy; Sugar beet; Sugar; Wheat flour; Cultivar; Fungus","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":[],"consensus_categories":[],"category_scores_codex":[0.0001107535,0.0009806677,0.0004194661,0.002456404,0.002304897,0.0005345081,0.0005304491,0.0004563953,0.01699369],"category_scores_gemma":[0.0003737733,0.000155165,0.0002545548,0.001822568,0.0005672433,0.0008628215,0.000900005,0.000413888,0.002556598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755514,"about_ca_system_score_gemma":0.0004830804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07860772,"about_ca_topic_score_gemma":0.1165442,"domain_scores_codex":[0.9998393,0.00001168887,0.000008964761,0.00005782504,0.00004137842,0.00004085642],"domain_scores_gemma":[0.9999242,0.00001427837,0.00002450999,0.000006689012,0.00002053536,0.000009763598],"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":[0.0006248478,0.0001227521,0.03818436,0.001446867,0.00009717725,0.004498501,0.006949517,0.000897146,0.05105352,0.009271357,0.03100782,0.8558462],"study_design_scores_gemma":[0.00005271723,0.0001217231,0.3335502,0.0005719439,0.0001500101,0.00268927,0.00274852,0.0003475797,0.002790987,0.001943382,0.6549889,0.00004488434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4209387,0.02963562,0.002391398,0.001016285,0.0005481957,0.0004713587,0.007191497,0.0008590976,0.5369479],"genre_scores_gemma":[0.953779,0.00477403,0.001992178,0.0006895749,0.000140846,0.0001212146,0.002686569,0.00003151955,0.03578507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07860772,"threshold_uncertainty_score":0.1563003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03828336350912678,"score_gpt":0.2025072024856483,"score_spread":0.1642238389765215,"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."}}