{"id":"W4391475744","doi":"10.5962/p.363760","title":"Updated status of the Central Stoneroller, Campostoma anomalum, in Canada","year":2001,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"World Wildlife Fund","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002633736,0.0004763312,0.0004110086,0.00636528,0.003182829,0.001234094,0.001253699,0.0003926266,0.02463866],"category_scores_gemma":[0.0005192749,0.0002426781,0.0002376854,0.006719332,0.0007282812,0.0006330364,0.0006718423,0.0004279573,0.004734324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01210507,"about_ca_system_score_gemma":0.01512314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.98826,"about_ca_topic_score_gemma":0.9955816,"domain_scores_codex":[0.9996096,0.000007446948,0.00002043992,0.00005428804,0.0001706288,0.0001374985],"domain_scores_gemma":[0.998542,0.00002893528,0.0001031834,0.00004214099,0.001054086,0.0002297438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006231091,0.0000994386,0.2417235,0.001870437,0.00007807429,0.001070103,0.004759764,0.0008347032,0.0052926,0.001846851,0.3428489,0.3989525],"study_design_scores_gemma":[0.00001308913,0.00005172519,0.6389964,0.0003130661,0.00007716621,0.0004941231,0.003489715,0.0001722561,0.001159759,0.000208413,0.3549753,0.00004904431],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3348384,0.02422349,0.001334616,0.002253787,0.0006852436,0.0003260796,0.4139707,0.001340328,0.2210272],"genre_scores_gemma":[0.69546,0.01182858,0.004299233,0.0005461693,0.0001197382,0.0001349868,0.1393996,0.0002216821,0.14799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02463866,"threshold_uncertainty_score":0.08782887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006379413424277332,"score_gpt":0.1869360752408042,"score_spread":0.1805566618165269,"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."}}