{"id":"W6949867517","doi":"10.5281/zenodo.4765248","title":"Cultus verticalis","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ridge; STREAMS; Physiographic province; Gulf Stream; Meander (mathematics)","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":[0.0001779352,0.0009567897,0.0002567483,0.002121546,0.002955139,0.0008306669,0.00062812,0.0004039515,0.01976925],"category_scores_gemma":[0.0007288029,0.0002038394,0.0001683449,0.001348608,0.0006494574,0.0005748476,0.001688404,0.0004917397,0.005040667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484754,"about_ca_system_score_gemma":0.0009212155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06767778,"about_ca_topic_score_gemma":0.1442579,"domain_scores_codex":[0.9995492,0.00002641763,0.00002152226,0.0001126766,0.0001800407,0.0001100759],"domain_scores_gemma":[0.9995189,0.00003160064,0.0001497606,0.00004323347,0.0001470876,0.0001095472],"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":[0.0005374437,0.0002620621,0.2342108,0.0007174767,0.00007106963,0.003828205,0.003564994,0.0003356184,0.05015166,0.01233021,0.07689526,0.6170953],"study_design_scores_gemma":[0.00003997631,0.0001874207,0.4690597,0.000546628,0.00003792404,0.002787884,0.001643791,0.0003450721,0.003401539,0.001366932,0.520532,0.00005104138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3106371,0.007276725,0.002347373,0.001003501,0.001334347,0.0005547887,0.01375407,0.0005222479,0.6625698],"genre_scores_gemma":[0.8628562,0.001986006,0.003509423,0.0008860395,0.00021547,0.000210557,0.006067573,0.00008400328,0.1241846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06767778,"threshold_uncertainty_score":0.1345677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03287107254979212,"score_gpt":0.2238498936575892,"score_spread":0.1909788211077971,"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."}}