{"id":"W6960978303","doi":"10.14288/1.0345334","title":"The British Columbia Federationist","year":2017,"lang":"en","type":"article","venue":"Open Collections","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Agency (philosophy)","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":[0.000774289,0.0009531317,0.0005592941,0.001970182,0.00559239,0.005720977,0.001001827,0.002912681,0.4944955],"category_scores_gemma":[0.002124464,0.0005051945,0.000484088,0.002786698,0.001276354,0.00120171,0.002496199,0.002060229,0.2311284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007933579,"about_ca_system_score_gemma":0.02174356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7071363,"about_ca_topic_score_gemma":0.8461809,"domain_scores_codex":[0.999146,0.00005613612,0.00002897079,0.0001521921,0.0003759333,0.0002408312],"domain_scores_gemma":[0.9980112,0.00009714971,0.00005684479,0.0002521456,0.001085334,0.0004971435],"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":[0.00001932513,0.0000157728,0.0005729425,0.0000464734,0.000003459374,0.00009200831,0.00005279035,0.00005251007,0.0001179973,0.003741701,0.9368302,0.05845479],"study_design_scores_gemma":[0.000001809453,0.000001495318,0.001063818,0.00004412279,0.000001265485,0.00001702627,0.00008257708,0.00002832265,0.00002705751,0.0002173808,0.9985114,0.000003709823],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001534827,0.003329786,0.0003342214,0.009980908,0.003735731,0.00005388377,0.003884368,0.0003013477,0.976845],"genre_scores_gemma":[0.001286248,0.0005174368,0.0001280603,0.0002939759,0.00003909383,0.00001028825,0.0004564283,0.00004091629,0.9972275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5055045,"threshold_uncertainty_score":0.7210408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375801828296405,"score_gpt":0.2514964105776251,"score_spread":0.2377383922946611,"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."}}