{"id":"W4386553307","doi":"10.1016/j.ecoleng.2023.107093","title":"Freshwater turtle climbing abilities: Implications for the design and use of shoreline erosion control structures","year":2023,"lang":"en","type":"article","venue":"Ecological Engineering","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Turtle (robot); Climbing; Biological dispersal; Shore; Ecology; Biology; Fishery; Geography; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005190173,0.0002469626,0.000122257,0.0002837684,0.0002104863,0.0004716001,0.0002722439,0.0002519536,0.001669365],"category_scores_gemma":[0.002143944,0.00008780893,0.0001069263,0.0001182108,0.0003898749,0.0004182651,0.0002609566,0.0001345794,0.0001488987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001582455,"about_ca_system_score_gemma":0.0002812165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003562203,"about_ca_topic_score_gemma":0.007774792,"domain_scores_codex":[0.9999064,0.00003944267,0.000007320484,0.00001184705,0.00001455554,0.00002043425],"domain_scores_gemma":[0.9992415,0.0003100003,0.0001547193,0.00004473983,0.0001271593,0.0001220209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000657208,0.0006494106,0.736035,0.0003480999,0.0001074472,0.0005549419,0.001221462,0.0237044,0.06617534,0.00291424,0.0007909691,0.1668414],"study_design_scores_gemma":[0.00002213592,0.0015874,0.9791598,0.00005048739,0.00006416172,0.0003970001,0.0009378747,0.01068494,0.005075886,0.001035478,0.000967856,0.00001700909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964414,0.0001077716,0.001594355,0.0001143701,0.000002676355,0.0000111779,0.00004056986,0.00001285909,0.001674779],"genre_scores_gemma":[0.9992077,0.00004742554,0.0005618806,0.000009011229,0.000001286027,0.000003887546,0.00001324235,0.0000011576,0.0001545337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003562203,"threshold_uncertainty_score":0.007082939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0270816223542058,"score_gpt":0.2253499283453057,"score_spread":0.1982683059910999,"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."}}