{"id":"W2801322591","doi":"","title":"Polar Bears in Churchill, Canada","year":2016,"lang":"en","type":"book-chapter","venue":"DMU Open Research Archive (De Montfort University)","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; History","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":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000916748,0.0003570616,0.000499695,0.0003425104,0.0004796084,0.00006627168,0.002909945,0.0001358792,0.007448237],"category_scores_gemma":[0.00008218578,0.0003455978,0.0001135315,0.0002366421,0.0006595262,0.0003173435,0.01016198,0.00109875,0.0005126131],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004097557,"about_ca_system_score_gemma":0.0008737574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9230822,"about_ca_topic_score_gemma":0.9896978,"domain_scores_codex":[0.9963585,0.0001888485,0.0002504228,0.0009075504,0.001085228,0.001209414],"domain_scores_gemma":[0.998351,0.0003001743,0.0001128441,0.000692177,0.00003262262,0.0005112072],"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":[0.001068659,0.0001760843,0.1138625,0.0001482138,0.0004224626,0.0139856,0.0005379829,0.00004578886,0.0002062082,0.3830329,0.4171317,0.06938194],"study_design_scores_gemma":[0.0004943891,0.0001249965,0.04284446,0.0001677566,0.00001150817,0.000005868927,0.00006859175,0.00001743498,0.00000370923,0.008563917,0.9473074,0.0003899864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001664568,0.00008046054,0.00001289816,0.0006254711,0.00003596874,0.001148552,0.0003654394,0.00001364773,0.996053],"genre_scores_gemma":[0.006975619,0.001907377,0.0003676864,0.0002252867,0.00005537278,0.000006004657,0.00004529715,0.00006524767,0.9903521],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5301757,"threshold_uncertainty_score":0.9998996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04230808119735278,"score_gpt":0.2559801955081015,"score_spread":0.2136721143107487,"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."}}