{"id":"W1821634381","doi":"10.22621/cfn.v125i2.1197","title":"Interpretations of Polar Bear (&lt;em&gt;Ursus maritimus&lt;/em&gt;) Tracks by Inuit Hunters: Inter-rater Reliability and Inferences Concerning Accuracy","year":2011,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Nunavut Wildlife Management Board","keywords":"Ursus maritimus; Polar; Geography; Reliability (semiconductor); Tracking (education); Demography; Physical geography; Statistics; Psychology; Mathematics; Physics; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[],"category_scores_codex":[0.0003971288,0.0002369858,0.0002833355,0.00004739829,0.000334432,0.0001177194,0.0006776567,0.0001434098,0.00976594],"category_scores_gemma":[0.0005639697,0.0001836262,0.00008799863,0.0002024394,0.0004903708,0.0003958928,0.0003852072,0.0004182702,0.0001174294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003188247,"about_ca_system_score_gemma":0.00006749728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4679147,"about_ca_topic_score_gemma":0.9321797,"domain_scores_codex":[0.9984092,0.0001557134,0.0003852888,0.0004053045,0.0002245751,0.0004198823],"domain_scores_gemma":[0.9987649,0.0003064028,0.000163176,0.0004677294,0.0000481442,0.0002497033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003694034,0.000196813,0.3843471,0.0003444742,0.0004556241,0.00008230505,0.1422375,0.00002393434,0.001781694,0.003183092,0.2148142,0.2521638],"study_design_scores_gemma":[0.001227571,0.000843857,0.6647975,0.0004077443,0.0003068369,0.00005445735,0.009856245,0.001151351,0.001701745,0.003017706,0.3148854,0.001749501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499896,0.0005750998,0.00001538268,0.002864025,0.0002290506,0.0004231316,0.0002349718,0.00002974894,0.04563902],"genre_scores_gemma":[0.9962255,0.0001036702,0.0002086098,0.002438832,0.00002723417,0.00002087521,0.00002002449,0.00001482583,0.0009404109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.464265,"threshold_uncertainty_score":0.9911393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128069136871507,"score_gpt":0.2395023207647638,"score_spread":0.2182216293960487,"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."}}