{"id":"W2094490104","doi":"10.4018/ijagr.2015070105","title":"Review and Implications of the AutoCarto Six Retrospective Project","year":2015,"lang":"en","type":"article","venue":"International Journal of Applied Geospatial Research","topic":"Engineering and Information Technology","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Retrospective cohort study; Plan (archaeology); Library science; Computer science; Geography; Archaeology; Medicine","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":[0.04123658,0.0004397245,0.001042766,0.01552839,0.001543503,0.006576606,0.002216422,0.002572454,0.003783333],"category_scores_gemma":[0.1433841,0.0005766249,0.0008258176,0.02153069,0.00311077,0.004998123,0.002773952,0.002615914,0.001048479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005673907,"about_ca_system_score_gemma":0.03263342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00975833,"about_ca_topic_score_gemma":0.01534604,"domain_scores_codex":[0.9741226,0.01239562,0.00379177,0.001064063,0.008120582,0.0005053777],"domain_scores_gemma":[0.7288312,0.1677733,0.01602264,0.00882281,0.07574274,0.002807328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001578643,0.00009647873,0.001717263,0.08573527,0.0002178548,0.0008565489,0.01292011,0.0006749263,0.0007722255,0.06755821,0.2837406,0.5455527],"study_design_scores_gemma":[0.00000735868,0.0000480899,0.001573899,0.03864972,0.00008071873,0.0002626394,0.004187522,0.00004506784,0.0002053363,0.001523837,0.9533951,0.00002060894],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004060343,0.8978484,0.001564253,0.06372938,0.01168529,0.0002195245,0.0005675804,0.00005759951,0.02026754],"genre_scores_gemma":[0.03390548,0.9386793,0.00300672,0.01496134,0.003669094,0.0003867171,0.0006594511,0.00007166657,0.004660239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04123658,"threshold_uncertainty_score":0.2180825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04996494697131326,"score_gpt":0.369333460697041,"score_spread":0.3193685137257278,"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."}}