{"id":"W6942484662","doi":"10.14288/1.0370820","title":"Annual Vancouver, B. C.","year":2018,"lang":"en","type":"article","venue":"Open Collections","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Identification (biology); Context (archaeology)","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"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0005149787,0.00005922783,0.00006539157,0.00008130044,0.002217985,0.008361309,0.0033201,0.00001860287,0.0003201167],"category_scores_gemma":[0.0002595622,0.00005671282,0.00001750996,0.001959456,0.0000607197,0.03014116,0.002585866,0.0000869518,0.0001188872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000481932,"about_ca_system_score_gemma":0.0001419202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006694357,"about_ca_topic_score_gemma":0.01684968,"domain_scores_codex":[0.9990246,0.00009345659,0.0001020087,0.000333873,0.0002279828,0.000218118],"domain_scores_gemma":[0.998764,0.00009656437,0.00004726204,0.0008322784,0.000181047,0.00007888909],"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":[0.000004823083,0.00005341967,0.000005071191,8.816612e-7,0.00001529775,0.000004179509,0.00005044537,0.000001772416,0.000006094495,0.0129525,0.9848932,0.002012314],"study_design_scores_gemma":[0.0001893116,0.0001523936,0.00006922357,0.000002962094,0.000002597159,0.000003683303,0.0001042723,0.001730995,0.0001533444,0.002544192,0.99497,0.00007699721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006349414,0.000004177813,0.302532,0.0005803158,0.0007157814,0.0002738808,0.00002345239,0.00006690586,0.6957971],"genre_scores_gemma":[0.001616142,0.00003462219,0.04877909,0.0003492834,0.0001331365,0.00008241745,0.00000170861,0.000005350933,0.9489983],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2537529,"threshold_uncertainty_score":0.9999201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06791132948212054,"score_gpt":0.3668317466787153,"score_spread":0.2989204171965948,"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."}}