{"id":"W958122372","doi":"10.22621/cfn.v121i4.524","title":"Marine Turtle Newsletter; The Vermont Reptile and Amphibian Atlas Project Publishes the First Vermont Amphibian Posters","year":2007,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Amphibian; Turtle (robot); Geography; Library science; Fishery; Archaeology; Ecology; Biology; Computer science","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":[],"category_scores_codex":[0.001047091,0.0002025998,0.0001402996,0.000105882,0.001224926,0.0004274184,0.0008397009,0.0001686188,0.001131827],"category_scores_gemma":[0.0001636272,0.0001020793,0.00007551171,0.0003775501,0.0003254878,0.0001928658,0.0000864761,0.000576528,0.0001780816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001508977,"about_ca_system_score_gemma":0.0001754152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5554236,"about_ca_topic_score_gemma":0.9461203,"domain_scores_codex":[0.9983963,0.00009993395,0.0002467361,0.0003909604,0.0002251992,0.0006408408],"domain_scores_gemma":[0.9983258,0.0005604662,0.0001146234,0.0007322011,0.00006044218,0.0002065184],"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":[0.00009551173,0.00001243064,0.02297212,0.00000627314,0.0000368899,0.000055425,0.009068708,6.553084e-7,0.0000448292,0.004302537,0.9530131,0.01039153],"study_design_scores_gemma":[0.0001622202,0.0000598448,0.4571701,0.00001344797,0.00002961705,0.0002117633,0.003011404,0.00001862358,0.00004149685,0.0002794603,0.5388021,0.0001999288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6231226,0.0002557974,0.00000234855,0.2870914,0.002214183,0.000752986,0.00004139033,0.00003984444,0.0864794],"genre_scores_gemma":[0.9595114,0.0000122694,0.00001375691,0.02893467,0.0006440492,0.00002563391,0.0000494242,0.00001430944,0.01079449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.434198,"threshold_uncertainty_score":0.9997813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02401820491475038,"score_gpt":0.266831522789072,"score_spread":0.2428133178743216,"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."}}