{"id":"W6950412294","doi":"10.5281/zenodo.8373389","title":"Archaeological data work as continuous and collaborative practice","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sociotechnical system; Discipline; Reuse; Value (mathematics); Assemblage (archaeology); Frame (networking); Relation (database); Work (physics)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.04333578,0.000716811,0.0008246405,0.005728095,0.01335727,0.02755465,0.004743705,0.004486001,0.005295546],"category_scores_gemma":[0.04650752,0.001035471,0.000780976,0.006292457,0.08017574,0.02395076,0.02726354,0.003877132,0.001092789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006266638,"about_ca_system_score_gemma":0.01024283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00272266,"about_ca_topic_score_gemma":0.002685007,"domain_scores_codex":[0.9283137,0.05134463,0.002648973,0.005456654,0.01007143,0.002164717],"domain_scores_gemma":[0.9170113,0.05247781,0.004669301,0.01945609,0.003567138,0.002818421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000489509,0.00008801764,0.002359637,0.0002763629,0.00003305295,0.0003699858,0.3738063,0.0008350802,0.0006451308,0.5793495,0.001962237,0.04022576],"study_design_scores_gemma":[0.00008026625,0.0001259902,0.001712653,0.0009279689,0.000037554,0.0005755651,0.218124,0.001925652,0.000872682,0.5031421,0.2724031,0.00007247351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.283353,0.007006726,0.284886,0.02815434,0.0007025063,0.001053361,0.0002656009,0.0005557539,0.3940226],"genre_scores_gemma":[0.9368694,0.001216418,0.04800512,0.0003874799,0.0001749271,0.0005831353,0.0001062926,0.000116203,0.01254111],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9866427,"threshold_uncertainty_score":0.2291843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04251856144614249,"score_gpt":0.2515727417093423,"score_spread":0.2090541802631998,"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."}}