{"id":"W4391475455","doi":"10.5962/p.363860","title":"Status of the Weed Shiner, Notropis texanus, in Canada","year":2001,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Wildlife Fund","keywords":"Notropis; Weed; Ecology; Geography; Biology; Zoology; Fishery; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0001628156,0.0001930822,0.0002045406,0.002266895,0.002404454,0.0006465554,0.0005199621,0.0002571766,0.008872588],"category_scores_gemma":[0.0004407514,0.0001042147,0.0001183239,0.002935947,0.0004690487,0.0003036026,0.0004610715,0.0002663567,0.0006338796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01160058,"about_ca_system_score_gemma":0.01481241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9935009,"about_ca_topic_score_gemma":0.9984523,"domain_scores_codex":[0.9997655,0.000006026263,0.000008506153,0.00003162711,0.0000857144,0.0001027017],"domain_scores_gemma":[0.9993619,0.00001876626,0.00007904577,0.00001351254,0.0003224961,0.0002041663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008361294,0.00009059662,0.740765,0.00129379,0.00009124372,0.001608759,0.008200635,0.0004802192,0.009236828,0.003213412,0.05961218,0.1745712],"study_design_scores_gemma":[0.000009846475,0.00004313843,0.9617233,0.0001189022,0.00003255458,0.0002007383,0.004718976,0.0001524438,0.0003572764,0.00009551721,0.03252641,0.00002101104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8987594,0.006924483,0.0001861127,0.001546194,0.00007316176,0.00006114317,0.03833926,0.0001266289,0.05398357],"genre_scores_gemma":[0.9635836,0.003404965,0.0003861558,0.0001784543,0.000008716029,0.00001611013,0.007361974,0.00002551343,0.02503458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01160058,"threshold_uncertainty_score":0.08416849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02800795814642545,"score_gpt":0.1921377153518343,"score_spread":0.1641297572054088,"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."}}