{"id":"W7112429374","doi":"","title":"Catopia","year":2025,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Context (archaeology); Image stitching; Oryx; Frame (networking); Companion animal; Everyday life","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":[0.0006379292,0.0009174323,0.000448231,0.001373047,0.002081015,0.005905689,0.001328407,0.002115867,0.4721847],"category_scores_gemma":[0.003317723,0.0003813879,0.0006604342,0.0008375898,0.001162197,0.004760906,0.005069018,0.002496537,0.2226531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436078,"about_ca_system_score_gemma":0.001150915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001628864,"about_ca_topic_score_gemma":0.003398492,"domain_scores_codex":[0.9992809,0.0001380656,0.00003747453,0.0001626188,0.0002797206,0.0001011971],"domain_scores_gemma":[0.9989266,0.0002098048,0.00004193748,0.0002253495,0.0003157411,0.0002806117],"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":[0.0001364096,0.00004793562,0.0003633662,0.0002239272,0.000007012377,0.0002736863,0.0006981053,0.0001279346,0.00153369,0.05416544,0.7829654,0.1594571],"study_design_scores_gemma":[0.000006527023,0.000009876409,0.0001364083,0.00005477657,0.00000178857,0.0002476188,0.0001051163,0.00006741806,0.0001812657,0.002919724,0.9962633,0.000006171863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002542073,0.002482231,0.0137955,0.005394978,0.004344882,0.0001663325,0.002135186,0.008309073,0.9608298],"genre_scores_gemma":[0.021109,0.001802917,0.01127247,0.004777675,0.0008597579,0.0002914233,0.002970843,0.004476549,0.9524395],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5278153,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006203220138116783,"score_gpt":0.1739930099043979,"score_spread":0.1677897897662811,"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."}}