{"id":"W6903632844","doi":"10.13140/rg.2.2.11227.31522","title":"STANDARDIZED FIELD SAMPLING METHOD FOR MONITORING THE DISTRIBUTION AND RELATIVE ABUNDANCE OF THE PLAINS MINNOW (HYBOGNATHUS PLACITUS) POPULATION IN CANADA","year":2019,"lang":"en","type":"article","venue":"","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Minnow; Distribution (mathematics); Population; Sampling (signal processing); Abundance (ecology); Field (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":[0.0006691955,0.0003087646,0.0002649535,0.001639175,0.00207791,0.0004038702,0.0009141729,0.0002468842,0.001111411],"category_scores_gemma":[0.0005831142,0.0002498909,0.0001715936,0.001694973,0.0005955004,0.0001738917,0.0003232238,0.0003110954,0.000307987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00719483,"about_ca_system_score_gemma":0.01008314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8720531,"about_ca_topic_score_gemma":0.9647112,"domain_scores_codex":[0.9990124,0.0001010443,0.00004533424,0.0002622918,0.0004576754,0.0001212828],"domain_scores_gemma":[0.9991033,0.00002868031,0.0001354618,0.00006619129,0.0005727873,0.00009369563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004590359,0.0006815848,0.6737653,0.0001304872,0.0001081857,0.0001846665,0.002493364,0.002006662,0.2237549,0.0008928488,0.003383119,0.09213994],"study_design_scores_gemma":[0.00003059206,0.000252371,0.9858435,0.00001445025,0.00004408796,0.0001298737,0.000589748,0.001370829,0.007610891,0.00004742974,0.004045797,0.00002055594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9717095,0.0003272502,0.01796,0.00005468801,0.00002755619,0.001380521,0.003182965,0.0001332971,0.005224123],"genre_scores_gemma":[0.9184747,0.000593652,0.06185814,0.0001808281,0.00001522045,0.002121395,0.005239638,0.00003612666,0.01148026],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1279469,"threshold_uncertainty_score":0.2574008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104993325134711,"score_gpt":0.2610522155290647,"score_spread":0.2505528830155936,"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."}}