{"id":"W3014623233","doi":"","title":"Implications for Archaeology","year":2018,"lang":"en","type":"article","venue":"","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Archaeology; History; Geography","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":[0.004112596,0.0005395519,0.0005782571,0.002512082,0.007736398,0.007886148,0.002037206,0.004541623,0.06738848],"category_scores_gemma":[0.01461821,0.0002804259,0.0003215217,0.003235284,0.02443665,0.01250064,0.004522481,0.004907722,0.00461521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004532666,"about_ca_system_score_gemma":0.005999767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009523296,"about_ca_topic_score_gemma":0.01536225,"domain_scores_codex":[0.9975756,0.001319371,0.00008745606,0.0003560897,0.0002782889,0.0003832377],"domain_scores_gemma":[0.9906479,0.004320145,0.0006306574,0.00135714,0.001851332,0.001192805],"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":[0.00009960958,0.00006540036,0.003299349,0.0003638706,0.00001587826,0.0005354144,0.01559371,0.0002076085,0.000160609,0.881883,0.0616772,0.03609833],"study_design_scores_gemma":[0.00002761415,0.00002159327,0.003621997,0.0008877614,0.00001833733,0.0004335147,0.06823654,0.0001354901,0.000178308,0.566529,0.3598906,0.00001922011],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02910715,0.03355879,0.004570461,0.3835402,0.008693939,0.00008003925,0.0004104283,0.00008304316,0.539956],"genre_scores_gemma":[0.8253084,0.020393,0.003682351,0.04837358,0.005866167,0.0001568572,0.0003089514,0.0001025646,0.09580808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06738848,"threshold_uncertainty_score":0.2254369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353167043143262,"score_gpt":0.2422934656484317,"score_spread":0.2187617952169991,"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."}}