{"id":"W4367159227","doi":"10.7202/1078250ar","title":"Archaeological Analysis and Concepts of Causality","year":2021,"lang":"en","type":"article","venue":"Culture","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Yale University","keywords":"Prehistory; Causality (physics); Constraint (computer-aided design); Explanatory power; Set (abstract data type); Degree (music); Epistemology; Archaeology; Archaeological theory; History; Computer science; Mathematics; Philosophy; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.007556139,0.0008049863,0.0005988103,0.008379229,0.002039926,0.006370074,0.001348396,0.001304879,0.007339032],"category_scores_gemma":[0.01621892,0.0004943261,0.0007066642,0.006350285,0.02777153,0.009787119,0.003046207,0.002225751,0.0005107723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003083424,"about_ca_system_score_gemma":0.00246927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002518108,"about_ca_topic_score_gemma":0.001768635,"domain_scores_codex":[0.9946184,0.003318298,0.000337712,0.0008630191,0.0006981385,0.0001645157],"domain_scores_gemma":[0.9844376,0.01156636,0.001350285,0.001603543,0.0008513297,0.0001910195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002643281,0.000002902606,0.0002474198,0.00003571572,0.000008663052,0.00002732177,0.0003812203,0.0005985401,0.00001051997,0.9952688,0.0002703115,0.003145962],"study_design_scores_gemma":[0.000002521843,0.000002142111,0.0001392621,0.00003344702,0.000003740132,0.00002660794,0.0002693911,0.0005411314,0.00002162321,0.9911416,0.007815848,0.000002676988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03739081,0.03111859,0.6150205,0.02684554,0.001405027,0.0001868348,0.000999362,0.0002505917,0.2867828],"genre_scores_gemma":[0.8865261,0.01500773,0.08003891,0.001439736,0.001347929,0.0003999746,0.0004572699,0.00008835321,0.01469395],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008379229,"threshold_uncertainty_score":0.03996116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299972104190847,"score_gpt":0.239896710694762,"score_spread":0.2268969896528535,"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."}}