{"id":"W4411617351","doi":"10.51847/7rxbycw","title":"10.51847/7rXBYCW","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Spider Taxonomy and Behavior Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Species richness; Wetland; Ecology; Abundance (ecology); Environmental science; Geography; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004599349,0.00009993894,0.00008902731,0.00001295064,0.00006354634,0.00001228076,0.0001174576,0.00005759965,0.9096128],"category_scores_gemma":[0.00001221378,0.00009476093,0.00005241019,0.00005215395,0.00002817096,0.000001424449,0.00005026079,0.00003173734,0.7858084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005265961,"about_ca_system_score_gemma":0.00001344269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006443182,"about_ca_topic_score_gemma":3.767534e-7,"domain_scores_codex":[0.9994627,0.0000137678,0.00009127443,0.0002049866,0.00005523673,0.0001719928],"domain_scores_gemma":[0.9996779,0.000003155104,0.00001244231,0.0002181312,0.0000238513,0.00006455146],"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":[0.00006619842,0.00004371749,0.000007906218,0.000001719408,0.0000217475,0.000002469227,0.000003155586,0.00000860028,0.008421429,3.090635e-7,0.0483725,0.9430503],"study_design_scores_gemma":[0.0001460155,0.000200514,0.0003619081,0.000003147999,0.00001399758,0.000005496399,0.000001028173,0.000001274753,0.005441179,2.439894e-7,0.9936907,0.0001344904],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04407832,0.0002681152,0.000001163785,0.000194965,0.000003472671,0.0001192316,0.00001130965,0.00002424298,0.9552992],"genre_scores_gemma":[0.008605213,0.000002628514,0.0001400826,0.0001108259,0.0001530679,0.00003068234,0.00002755718,0.00001105061,0.9909189],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9453182,"threshold_uncertainty_score":0.3864239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008829983451553808,"score_gpt":0.2016396034969573,"score_spread":0.1928096200454034,"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."}}