{"id":"W7115565599","doi":"10.21966/fv0q-q364","title":"Bowhead Whale Drone Data Collection - Cumberland Sound - Nunavut","year":2023,"lang":"","type":"dataset","venue":"Hakai Institute","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Drone; Whale; Sound (geography); Sampling (signal processing); Arctic; Marine mammal; National park; Aerial survey","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00100297,0.0006761692,0.0004490125,0.002271271,0.001767431,0.001070564,0.001431332,0.0003603167,0.01066916],"category_scores_gemma":[0.002089927,0.0003776399,0.0002818588,0.00313133,0.0003871171,0.0003196562,0.001092182,0.0004395099,0.003143738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00541896,"about_ca_system_score_gemma":0.01050091,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9132251,"about_ca_topic_score_gemma":0.9588445,"domain_scores_codex":[0.9988411,0.00008270312,0.00008461302,0.0003665666,0.0004531046,0.0001719812],"domain_scores_gemma":[0.9977805,0.0001156532,0.0001384871,0.0002448298,0.001482259,0.0002382932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000470251,0.0002549788,0.5885647,0.0006923226,0.0001799344,0.0006320946,0.00481223,0.002398901,0.01011895,0.002222887,0.2670169,0.122636],"study_design_scores_gemma":[0.00007045121,0.0000776357,0.717692,0.0003293988,0.0000514472,0.0001005744,0.003070607,0.001551092,0.001899418,0.0002218841,0.2748567,0.0000788898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2275121,0.0007992749,0.004482859,0.0004314607,0.0002856429,0.003220459,0.7146295,0.0007476899,0.04789083],"genre_scores_gemma":[0.2304354,0.001030679,0.02328845,0.0008294182,0.000136377,0.008390214,0.6895886,0.0004451605,0.0458557],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08677495,"threshold_uncertainty_score":0.1745719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1165828728669485,"score_gpt":0.3475206214709403,"score_spread":0.2309377486039918,"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."}}