{"id":"W6923613484","doi":"10.14288/1.0171060","title":"British Columbia Record","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Italian Social Issues and Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Historical record; Publishing; Columbia university; Archaeological record","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002075744,0.00002389552,0.00006509433,0.000006188991,0.004266731,0.003806676,0.0001763084,0.00005208422,0.02879724],"category_scores_gemma":[0.0001510621,0.00003199583,0.00003229743,0.0004894143,0.00009230634,0.0003477161,0.00003591466,0.00002423806,0.00005558051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285956,"about_ca_system_score_gemma":0.0001750342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9165648,"about_ca_topic_score_gemma":0.9916445,"domain_scores_codex":[0.9994648,0.00008532552,0.00008376973,0.000119499,0.00009785035,0.000148783],"domain_scores_gemma":[0.9996974,0.00004530438,0.00003177602,0.00006734368,0.000094136,0.00006406636],"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":[0.00000117188,0.00001989198,0.0004693973,2.16546e-7,0.000004458807,0.000001113835,0.0005953421,9.830059e-9,0.00001239885,0.0003126336,0.9709151,0.02766824],"study_design_scores_gemma":[0.0001505651,0.00002097583,0.0006398151,0.00001563289,0.000004715679,6.775641e-7,0.001855636,1.937937e-7,0.00000407249,0.006686696,0.9905556,0.00006546197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004099599,0.00001104044,0.0002011279,0.001132067,0.0005602577,0.0003728269,0.00001849263,0.00005178779,0.9935528],"genre_scores_gemma":[0.03909603,0.0001251726,0.0003142837,0.00008794569,0.0002421948,0.00007103054,0.000001238776,0.000005551186,0.9600565],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07507966,"threshold_uncertainty_score":0.9972275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02322696403326715,"score_gpt":0.3021121335923234,"score_spread":0.2788851695590563,"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."}}