{"id":"W1992365744","doi":"10.1139/z03-131","title":"Patterns of larval amphibian distribution along a wetland hydroperiod gradient","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":172,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"New Hampshire Agricultural Experiment Station","keywords":"Species richness; Amphibian; Wetland; Ecology; Abundance (ecology); Biology; Invertebrate; Nestedness; Bufo","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001216657,0.00009131376,0.0001130761,0.0005088227,0.0001650283,0.0002641885,0.0001192076,0.0001081318,0.0006706995],"category_scores_gemma":[0.000321672,0.00009974286,0.00009489218,0.0002825923,0.0002860465,0.0001654062,0.0002097528,0.0001063247,0.00009883724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004159634,"about_ca_system_score_gemma":0.0001465963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02835542,"about_ca_topic_score_gemma":0.07529107,"domain_scores_codex":[0.999926,0.00001441391,0.000005215914,0.00002357772,0.0000120681,0.0000187869],"domain_scores_gemma":[0.9995933,0.00004164215,0.0001966936,0.00001083094,0.00007198399,0.00008557282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004962052,0.0000129556,0.9911399,0.000008884481,0.0000155412,0.00008046391,0.000349367,0.00009016979,0.006213288,0.00001268755,0.00006258007,0.001964533],"study_design_scores_gemma":[4.344733e-7,0.000009818999,0.9998252,5.941447e-7,0.000001036176,0.00001376662,0.00005543993,0.00004018678,0.0000272673,0.000001708988,0.00002419754,4.809663e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998218,0.00001645794,0.00001655582,0.000004392151,2.477431e-7,9.706225e-7,0.00004938471,9.709872e-7,0.00008930996],"genre_scores_gemma":[0.9997186,0.00001902942,0.0000527281,0.000007044003,0.000001213281,0.000002835025,0.00009809029,5.929544e-7,0.00009980828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02835542,"threshold_uncertainty_score":0.05638075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008155065329121183,"score_gpt":0.1938631063026499,"score_spread":0.1857080409735287,"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."}}