{"id":"W6912718456","doi":"10.5281/zenodo.4330720","title":"Leptopharynx costatus Mermod 1914","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosphere; National park; Vegetation (pathology); River valley; Quarter (Canadian coin)","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":[0.0001096625,0.0004579476,0.0001484235,0.000725436,0.0008416019,0.0004996636,0.0003081168,0.0004532138,0.008356032],"category_scores_gemma":[0.0003942628,0.0002170772,0.0001566238,0.0003958,0.0004609986,0.0006140288,0.000543336,0.0003215319,0.001588472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007881536,"about_ca_system_score_gemma":0.0003130877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082513,"about_ca_topic_score_gemma":0.02198888,"domain_scores_codex":[0.9998317,0.00001839411,0.00001571297,0.000053012,0.00005370543,0.00002743478],"domain_scores_gemma":[0.9998389,0.00002762196,0.00007734448,0.00001420173,0.00002673757,0.00001510792],"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":[0.0005693818,0.0001242488,0.3034548,0.001290065,0.0001359961,0.00811588,0.007225993,0.0008990535,0.06243651,0.005612174,0.03722307,0.5729128],"study_design_scores_gemma":[0.00003649405,0.0002385414,0.7545429,0.0006940866,0.00009090194,0.01340319,0.002506873,0.0006507196,0.004823741,0.0008095811,0.2221673,0.00003576213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6358472,0.01976405,0.003395543,0.001088386,0.0003343184,0.0004084152,0.003847519,0.0004192469,0.3348953],"genre_scores_gemma":[0.9877391,0.002224584,0.001054033,0.0002817687,0.00005715019,0.00003874901,0.0006837765,0.00000960623,0.007911258],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01082513,"threshold_uncertainty_score":0.02795374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03820804180036846,"score_gpt":0.2417820863407205,"score_spread":0.203574044540352,"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."}}