{"id":"W6950451379","doi":"10.5281/zenodo.8072178","title":"Survey Planning, Allocation, Costing and Evaluation (SPACE) Project: Developing a Tool to Help Archaeologists Conduct More Effective Surveys","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Community College; University of Toronto","funders":"","keywords":"Activity-based costing; Quality (philosophy); Software; Sample (material); Modular design; Space (punctuation); Transect","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01456373,0.001581486,0.0010428,0.002628401,0.0009988262,0.003009131,0.001597428,0.001628309,0.01195551],"category_scores_gemma":[0.01797776,0.001056115,0.0009180637,0.001962135,0.002013274,0.004392599,0.003494751,0.001467849,0.004450228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001426868,"about_ca_system_score_gemma":0.005012312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003926067,"about_ca_topic_score_gemma":0.002759946,"domain_scores_codex":[0.9933055,0.003732662,0.0002989615,0.0006746544,0.001527126,0.0004609969],"domain_scores_gemma":[0.9836444,0.007275907,0.001322019,0.003165168,0.003423376,0.001169104],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001260739,0.0007467953,0.008354719,0.000798592,0.0001814787,0.0003532304,0.002548285,0.05628893,0.02424638,0.02809106,0.06432227,0.8128075],"study_design_scores_gemma":[0.001198942,0.004076532,0.01819163,0.0006074288,0.000203387,0.001128106,0.002439985,0.4101279,0.09562205,0.06419304,0.4016593,0.0005516839],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02397833,0.0003700362,0.9335234,0.0008627587,0.0001330391,0.001346898,0.002341338,0.03171984,0.005724525],"genre_scores_gemma":[0.07192389,0.0002157199,0.9153883,0.0001871389,0.00005888271,0.001353021,0.001950597,0.003173481,0.005748846],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9854363,"threshold_uncertainty_score":0.07702124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08557571398971177,"score_gpt":0.3393959082858087,"score_spread":0.2538201942960969,"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."}}