{"id":"W6911088412","doi":"10.5281/zenodo.10167087","title":"Geostiba circellaris","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Debris; Swamp; Overwintering; Marsh; Hydrology (agriculture); Deciduous; Flood myth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002113601,0.001464221,0.000444956,0.002744235,0.002066163,0.0005624322,0.0007350614,0.0005727717,0.07283739],"category_scores_gemma":[0.0004210464,0.000312631,0.0002162368,0.001319503,0.0006458957,0.00167117,0.001522765,0.0007812972,0.0296269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008272077,"about_ca_system_score_gemma":0.0003538481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01987974,"about_ca_topic_score_gemma":0.04242975,"domain_scores_codex":[0.9997581,0.00002572762,0.00001887493,0.0001113085,0.00004991803,0.00003618063],"domain_scores_gemma":[0.9998259,0.00002233974,0.00007105922,0.00001659433,0.00003430515,0.00002989604],"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":[0.0003616828,0.0001634972,0.01017718,0.0007713525,0.0000422088,0.001383053,0.001418651,0.0004850491,0.01718239,0.007709638,0.06683762,0.8934677],"study_design_scores_gemma":[0.00007055492,0.0003410582,0.09880141,0.0008333497,0.0001204407,0.003393018,0.001519137,0.0004649614,0.001624709,0.002563989,0.8902146,0.00005280209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1195228,0.02429594,0.006514207,0.001226109,0.001203633,0.0005385132,0.01240069,0.002382315,0.8319158],"genre_scores_gemma":[0.8112544,0.007322602,0.01188869,0.001956854,0.0005165848,0.0003758772,0.01235508,0.0002130886,0.1541167],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07283739,"threshold_uncertainty_score":0.2436653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03222213315728188,"score_gpt":0.2346499542746472,"score_spread":0.2024278211173653,"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."}}