{"id":"W6912258079","doi":"10.5281/zenodo.3867127","title":"Leptoiulus baconyensis","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Distribution (mathematics); Habitat; Forest ecology; Vegetation (pathology); Beech","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":[0.00006764099,0.0003414569,0.000220657,0.001368484,0.0009619233,0.0005073603,0.000247606,0.000230806,0.01986441],"category_scores_gemma":[0.0002701647,0.0001452908,0.0001363215,0.0007344976,0.0003024228,0.0005381877,0.0006659171,0.0002913737,0.003946522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004422666,"about_ca_system_score_gemma":0.0003113808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01766183,"about_ca_topic_score_gemma":0.04690503,"domain_scores_codex":[0.9998918,0.000007776992,0.000009436366,0.00002229741,0.00004602592,0.00002271122],"domain_scores_gemma":[0.9999201,0.00001372284,0.0000297627,0.000004104092,0.00001782158,0.00001440851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007823673,0.0001060997,0.05957547,0.00113614,0.00008042447,0.004505037,0.001453582,0.0008387014,0.193983,0.007268424,0.01470946,0.7155613],"study_design_scores_gemma":[0.00005663837,0.0001880121,0.6882654,0.0004101747,0.00008669958,0.00557409,0.001556823,0.0006059626,0.0129212,0.001793544,0.2884982,0.00004328697],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4823248,0.01373413,0.003558394,0.0003669212,0.0004561713,0.0002355759,0.004498191,0.0002790852,0.4945466],"genre_scores_gemma":[0.945689,0.002336094,0.002262247,0.0002106951,0.00007683888,0.00007029841,0.004872281,0.00003328163,0.04444908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01986441,"threshold_uncertainty_score":0.0664531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04403077724954543,"score_gpt":0.2764937588445777,"score_spread":0.2324629815950323,"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."}}