{"id":"W4231084617","doi":"10.1007/978-3-319-30004-7","title":"Retrogame Archeology","year":2016,"lang":"en","type":"book","venue":"","topic":"Digital Games and Media","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Archaeology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018858,0.00008736025,0.0001639273,0.00004245991,0.00002337495,0.00002611397,0.0002371566,0.000302193,0.005494337],"category_scores_gemma":[0.0001681947,0.0000607385,0.00008952067,0.00001781914,0.0005295876,0.00005650493,0.00005118891,0.0001054904,0.002342069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542967,"about_ca_system_score_gemma":0.0008747856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002129969,"about_ca_topic_score_gemma":0.0005761316,"domain_scores_codex":[0.999213,0.00002488299,0.00009710393,0.0001684018,0.0002303443,0.0002663019],"domain_scores_gemma":[0.9994743,0.0001437809,0.00005196642,0.0001376641,0.00004574143,0.0001465531],"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":[8.480437e-7,0.000001809881,0.000002904841,0.000001757483,0.000005498902,0.000004243488,0.0002670916,4.335082e-10,1.919298e-7,0.5064762,0.2764354,0.2168041],"study_design_scores_gemma":[0.00004222155,0.00001651243,0.000003506247,0.00002446098,0.00000483952,2.932042e-7,0.00004076086,1.034759e-8,6.30976e-7,0.08469654,0.9150832,0.00008707106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001127586,0.0001381499,0.00002932651,0.002391213,0.0008007225,0.00009829468,0.000009486697,0.00009391428,0.9964378],"genre_scores_gemma":[0.00003081395,0.0005141409,0.0000644158,0.0005299149,0.001351854,0.000003824743,0.000008205266,0.00001253313,0.9974843],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6386478,"threshold_uncertainty_score":0.9984347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449358264777952,"score_gpt":0.2950568895068284,"score_spread":0.2705633068590489,"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."}}