{"id":"W7064792541","doi":"","title":"The case for accepting Ontario reports of Barnacle Goose","year":2024,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Electrical and Electromagnetic Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Barnacle; Goose; Waterfowl; Fishing; Netting","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":[],"consensus_categories":[],"category_scores_codex":[0.0002980804,0.0002154236,0.0004224443,0.0002060339,0.0007058235,0.00008505076,0.0005540824,0.00009018939,0.000187596],"category_scores_gemma":[0.00002386778,0.0002274984,0.0005119211,0.0005876474,0.0005032372,0.0004930162,0.0003640775,0.0003937012,0.00001325662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001052913,"about_ca_system_score_gemma":0.0003892253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007720596,"about_ca_topic_score_gemma":0.001353357,"domain_scores_codex":[0.9984538,0.00003756494,0.0002678317,0.0004071429,0.000351249,0.0004823882],"domain_scores_gemma":[0.9984156,0.0003646734,0.0002636925,0.0004620661,0.0003024313,0.0001914736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.005197794,0.001222241,0.456738,0.001777499,0.005935629,0.00666311,0.1880576,0.000920682,0.00260657,0.08648454,0.02271657,0.2216798],"study_design_scores_gemma":[0.01312761,0.007782831,0.05908314,0.001551675,0.003344593,0.0005123927,0.66235,0.01871382,0.005339705,0.0384887,0.1847673,0.004938275],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765255,0.00009682447,0.005539899,0.00018032,0.0001673223,0.0003604983,0.0004207793,0.00004481152,0.01666409],"genre_scores_gemma":[0.9923691,0.000002936544,0.0003042406,0.000001460289,0.00007567496,2.09116e-7,0.00005310282,0.00001720393,0.007176114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4742924,"threshold_uncertainty_score":0.9988871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627075162196104,"score_gpt":0.210304638455471,"score_spread":0.1940338868335099,"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."}}