{"id":"W6961319103","doi":"10.14288/1.0313238","title":"Vancouver Building Record","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Botanical Research and Chemistry","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Process (computing); Agency (philosophy); Field (mathematics)","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":[],"category_scores_codex":[0.0005808715,0.001231782,0.001181173,0.004400581,0.004683401,0.007944467,0.001612637,0.001545369,0.8997559],"category_scores_gemma":[0.002492693,0.0007490648,0.0006734591,0.006718612,0.0007862876,0.001955683,0.002657016,0.002253967,0.8286449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00300528,"about_ca_system_score_gemma":0.00636137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1165322,"about_ca_topic_score_gemma":0.3216815,"domain_scores_codex":[0.9992247,0.00004781126,0.00002590893,0.0001057777,0.0004845595,0.0001112383],"domain_scores_gemma":[0.9979115,0.0001360974,0.00005367236,0.0002977361,0.001021601,0.0005793885],"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":[0.00001871548,0.00002242776,0.0001414491,0.00009581108,0.000002387023,0.00002410208,0.00001659103,0.00002827202,0.0000683726,0.0009642643,0.9482997,0.05031792],"study_design_scores_gemma":[0.000005117568,0.000004939658,0.0004838156,0.00005515121,0.000001518519,0.00001290063,0.00004129795,0.00002532306,0.00003988335,0.000252306,0.999073,0.00000460957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003264638,0.0007938157,0.0001490885,0.0004350394,0.001159345,0.00008036802,0.008015052,0.0005837446,0.988457],"genre_scores_gemma":[0.0004573078,0.000457764,0.0001071649,0.0000768109,0.00006862459,0.00001618005,0.002432188,0.0001844331,0.9961994],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8997559,"threshold_uncertainty_score":0.2317078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03081840380333589,"score_gpt":0.2716969204312015,"score_spread":0.2408785166278656,"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."}}