{"id":"W4281401081","doi":"10.15273/hpj.v2i1.11321","title":"Sea to Sky","year":2022,"lang":"en","type":"article","venue":"Healthy Populations Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sky; Oceanography; Geography; Geology; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001226266,0.0001097807,0.0001524315,0.0006187395,0.003019197,0.0000811297,0.000252292,0.00002080127,0.003819571],"category_scores_gemma":[0.0001258528,0.0001213897,0.00008824123,0.001134907,0.00001171867,0.0001861303,0.0001240758,0.0007582113,0.002004275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147551,"about_ca_system_score_gemma":0.0003689791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001455565,"about_ca_topic_score_gemma":0.0001569889,"domain_scores_codex":[0.9976318,0.0004276436,0.0005259292,0.0001784358,0.0007422258,0.0004939477],"domain_scores_gemma":[0.9987572,0.00002762879,0.0002177476,0.0002630471,0.0001255408,0.000608858],"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":[0.0003665074,0.0004448368,0.2553354,0.0000104294,0.00002730473,0.00009443908,0.001990242,0.1369688,0.0003027722,0.01626467,0.5807809,0.007413764],"study_design_scores_gemma":[0.0008872756,0.0004965336,0.3499789,0.000008200253,0.00002069691,0.002983262,0.0006358515,0.002485437,0.000003908276,0.005546401,0.6366857,0.000267869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721568,0.0002754185,0.001477952,0.02047568,0.002011866,0.0004197082,0.0002214872,0.000171106,0.002789949],"genre_scores_gemma":[0.9853442,0.000002895083,0.009721874,0.003679033,0.0005028491,0.00005187822,0.00004221256,0.00007007964,0.0005849188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1344834,"threshold_uncertainty_score":0.9987728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381899596964214,"score_gpt":0.4096110300186119,"score_spread":0.2714210703221904,"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."}}