{"id":"W6948405581","doi":"10.48660/25060009","title":"Area and time","year":2025,"lang":"en","type":"other","venue":"PIRSA","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Work (physics); Set (abstract data type); Context (archaeology); Identification (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002565114,0.0004949449,0.0003766846,0.002220972,0.0006970934,0.001802742,0.0006168684,0.0003430813,0.4192747],"category_scores_gemma":[0.001286912,0.0001359654,0.0003865584,0.00271414,0.0002712749,0.001016426,0.001331738,0.0005429434,0.2388139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005391072,"about_ca_system_score_gemma":0.0007727038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009067356,"about_ca_topic_score_gemma":0.01525321,"domain_scores_codex":[0.9994652,0.00004853411,0.00002672289,0.0001521913,0.0002266896,0.00008070921],"domain_scores_gemma":[0.9995308,0.0000488774,0.00004179319,0.00007745578,0.0001795037,0.000121638],"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":[0.0002056655,0.00009219563,0.008852341,0.0003319338,0.00002388898,0.000124356,0.0004623282,0.0006945706,0.001821865,0.02518491,0.5878666,0.3743394],"study_design_scores_gemma":[0.00001149369,0.00002542583,0.009912837,0.00003377446,0.000006501954,0.00008948288,0.0002396285,0.0001762079,0.0001971173,0.001399611,0.9879005,0.000007428404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006912204,0.0005155387,0.001915261,0.0003668324,0.0007589608,0.0001110055,0.03189362,0.000784907,0.9567417],"genre_scores_gemma":[0.04793406,0.0007359567,0.002531889,0.0001831953,0.0002595809,0.0001630015,0.02228861,0.0005951519,0.9253086],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4192747,"threshold_uncertainty_score":0.8283342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657501976485478,"score_gpt":0.2010620753743051,"score_spread":0.1844870556094503,"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."}}