{"id":"W2076998478","doi":"10.1675/063.032.0123","title":"Accuracy of Depth Recorders","year":2009,"lang":"en","type":"article","venue":"Waterbirds","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Manitoba","funders":"","keywords":"Foraging; Arctic; The arctic; Geography; Environmental science; Oceanography; Ecology; Biology; Geology","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":[0.006353096,0.0008242559,0.0007886957,0.002228399,0.0009565199,0.00157623,0.002207484,0.0009660563,0.002730362],"category_scores_gemma":[0.03266631,0.0004982814,0.0007599891,0.002522275,0.0006354038,0.001209515,0.001772788,0.0007014658,0.001637864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00135124,"about_ca_system_score_gemma":0.001208303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04608951,"about_ca_topic_score_gemma":0.06871738,"domain_scores_codex":[0.985662,0.002359046,0.001739763,0.002720323,0.006920727,0.0005981364],"domain_scores_gemma":[0.9682188,0.007818204,0.005228041,0.004500231,0.01389549,0.000339145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001494358,0.00005783606,0.5485353,0.001786925,0.0007899973,0.0002809764,0.002620619,0.0059201,0.05244542,0.001872867,0.01138154,0.3728141],"study_design_scores_gemma":[0.00008555864,0.0003533431,0.8675812,0.0006208727,0.0005185217,0.001211156,0.001354229,0.01373602,0.04447818,0.001557869,0.06827884,0.0002241578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.669574,0.01123827,0.2454723,0.0009478771,0.001051998,0.000754883,0.02708993,0.002572381,0.04129833],"genre_scores_gemma":[0.8851658,0.001984925,0.09611067,0.000506534,0.0001848699,0.0004069638,0.007708924,0.0003817475,0.007549524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04608951,"threshold_uncertainty_score":0.09164244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01242392334614262,"score_gpt":0.2522821440217363,"score_spread":0.2398582206755936,"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."}}