{"id":"W6923730377","doi":"10.14288/1.0181002","title":"Kelowna Record","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Fish Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Process (computing); Context (archaeology); Global Positioning System","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005328272,0.000790995,0.0007112961,0.00263579,0.001384808,0.003414083,0.001334444,0.0006970951,0.8984503],"category_scores_gemma":[0.002209013,0.0005549174,0.0003830235,0.004377542,0.000917772,0.001815035,0.004024114,0.001254497,0.862295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133199,"about_ca_system_score_gemma":0.001764253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01328987,"about_ca_topic_score_gemma":0.02941158,"domain_scores_codex":[0.9996679,0.00002279061,0.00002183805,0.00008379551,0.0001513358,0.00005243954],"domain_scores_gemma":[0.9985305,0.0001106361,0.00009381997,0.0005989308,0.0004210992,0.0002450179],"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":[0.0001015328,0.00005070129,0.001041277,0.0003352402,0.00001003686,0.00007847252,0.00009156631,0.00004896291,0.0007184765,0.002366817,0.7839631,0.2111937],"study_design_scores_gemma":[0.000008180716,0.000005665227,0.001401152,0.00006023606,0.000002543723,0.00003757072,0.00004637866,0.0000221205,0.0001061478,0.0002512432,0.9980555,0.000003332198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001505056,0.0006439494,0.0003407235,0.0005280583,0.001089699,0.0001177706,0.01944015,0.0008118002,0.9755229],"genre_scores_gemma":[0.00120876,0.0002733453,0.0001705194,0.00008671024,0.00004429254,0.00002818906,0.004640747,0.0002140511,0.9933334],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1015497,"threshold_uncertainty_score":0.1448483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0299454658160964,"score_gpt":0.2294022341160998,"score_spread":0.1994567683000034,"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."}}