{"id":"W4393843183","doi":"10.5281/zenodo.4110622","title":"Sex, shells, and weaponry: Coercive reproductive tactics in the Painted Turtle, Chrysemys picta","year":2020,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Laurentian University","funders":"","keywords":"Painted turtle; Turtle (robot); Zoology; Biology; Fishery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009036539,0.0001853396,0.0001745015,0.00006905912,0.0008647636,0.0002551113,0.0009976367,0.0001620645,0.007919589],"category_scores_gemma":[0.001321239,0.0001552348,0.00002949935,0.0004644631,0.0003906343,0.0001569303,0.001315556,0.0006736383,0.006878022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001332998,"about_ca_system_score_gemma":0.000003031086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000130119,"about_ca_topic_score_gemma":0.000007137575,"domain_scores_codex":[0.9977128,0.0008806689,0.0002246866,0.0006355639,0.000288032,0.0002582399],"domain_scores_gemma":[0.9991091,0.00008030784,0.0001395174,0.0005507722,0.00003882502,0.00008145411],"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":[0.00005608464,0.00006699952,0.00001075182,0.00002211064,0.00001893691,0.00002040881,0.0008838575,0.000006604525,0.0002238919,0.00004169504,0.9930794,0.005569271],"study_design_scores_gemma":[0.0001999927,0.0001769306,0.001948698,0.00001534095,0.00002318199,0.00007021483,0.0005136149,0.00004811359,0.00004340184,0.0001046446,0.9966842,0.0001716444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003709966,0.0001524777,0.0001286624,0.009201522,0.000249697,0.001754139,0.9648278,0.0003418653,0.01963384],"genre_scores_gemma":[0.01219005,0.0005024806,0.00004230079,0.00156147,0.0002006548,1.872446e-7,0.9847845,0.0003451097,0.0003731927],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01995673,"threshold_uncertainty_score":0.9938952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271476848594848,"score_gpt":0.2299376216644656,"score_spread":0.2027899368049808,"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."}}