{"id":"W4399264477","doi":"10.22621/cfn.v137i3.3129","title":"Assessing terrestrial movements of Eastern Musk Turtle (&lt;i&gt;Sternotherus odoratus&lt;/i&gt;) using iNaturalist Canada","year":2024,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turtle (robot); Biology; Zoology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0001907508,0.0002177345,0.0001099858,0.0005126167,0.0005333555,0.0002945907,0.00026031,0.0001342513,0.0006906261],"category_scores_gemma":[0.0004543296,0.00009423337,0.0001420667,0.0003716415,0.0002290256,0.0001575725,0.00037274,0.0001459458,0.0001315175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442363,"about_ca_system_score_gemma":0.001112581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6824586,"about_ca_topic_score_gemma":0.9462731,"domain_scores_codex":[0.9998823,0.00001167287,0.000006362706,0.00003238597,0.00003096911,0.00003627154],"domain_scores_gemma":[0.9994832,0.00002527638,0.0001961386,0.0000175879,0.0001595825,0.000118205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004327713,0.00001554012,0.9913504,0.00001464695,0.00002141832,0.00007379233,0.0003237648,0.0001401619,0.00281453,0.00001359179,0.0001575341,0.005031315],"study_design_scores_gemma":[7.845744e-7,0.00001824055,0.9991909,0.000003769115,0.000006477939,0.00002513526,0.0002767175,0.0001278641,0.0001564265,0.00000267109,0.0001893622,0.000001754037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985624,0.00005658554,0.0001365761,0.00000975605,0.000001612143,0.000009268114,0.0003693476,0.000004895937,0.0008496059],"genre_scores_gemma":[0.9979689,0.00007074059,0.0005678345,0.00002155069,0.000001546995,0.000009304908,0.0006375935,0.000002758858,0.000719855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3175414,"threshold_uncertainty_score":0.6388228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02274350785568585,"score_gpt":0.2460115242893364,"score_spread":0.2232680164336506,"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."}}