{"id":"W6963725172","doi":"10.21963/11942","title":"Gastropod surveys in south-eastern Victoria Island","year":2016,"lang":"en","type":"dataset","venue":"Canadian Cryospheric Information Network","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Habitat; Marsh; Wetland; Range (aeronautics); Freshwater mollusc; Terrestrial ecosystem; Abundance (ecology); Gastropoda","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00116261,0.0003931651,0.0004052918,0.0002096693,0.000200274,0.0002909273,0.0005794082,0.0003976157,0.0113605],"category_scores_gemma":[0.000133408,0.000336939,0.00007711205,0.0005924664,0.00008029765,0.0007552807,0.0000205656,0.0003956903,0.006192953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265429,"about_ca_system_score_gemma":0.001045086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1903173,"about_ca_topic_score_gemma":0.9383653,"domain_scores_codex":[0.9971886,0.0004196674,0.0006809047,0.0002445247,0.0003640155,0.001102334],"domain_scores_gemma":[0.9982421,0.0002167933,0.0003554553,0.0005152463,0.00007493502,0.0005954288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002083566,0.000001288381,0.05949254,0.00004573595,0.00001731466,0.00002859365,0.00008605383,0.003789881,2.807946e-9,0.000002170047,0.9282699,0.008245749],"study_design_scores_gemma":[0.0002882986,0.00004009873,0.1646408,0.0001407086,0.00001066739,0.000009770203,0.00003575576,0.0004602245,1.690288e-8,0.00002179656,0.8340058,0.0003460238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007796296,0.0002191418,0.000143888,0.00006252471,0.00259954,0.0003283353,0.9935148,0.00003565719,0.002316465],"genre_scores_gemma":[0.003075054,0.0001052065,0.0001610786,0.0004869219,0.0009411429,0.000006135677,0.994936,0.000008979763,0.0002795091],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7480481,"threshold_uncertainty_score":0.9999083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007939148281807558,"score_gpt":0.1918596389958494,"score_spread":0.1839204907140419,"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."}}