{"id":"W3212977895","doi":"10.21810/strm.v13i1.299","title":"Boom and Bust Archaeology","year":2021,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Bust; Boom; Indigenous; Value (mathematics); Resource (disambiguation); History; Archaeology; Sociology; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003616697,0.00005816122,0.0001681777,0.00004081093,0.0006295119,0.00001005667,0.0002654195,0.00005298515,0.00007903154],"category_scores_gemma":[0.0001473975,0.00004592402,0.00006379581,0.0001158142,0.0009889625,0.0001621129,0.000716912,0.0002331755,0.000004380974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000683184,"about_ca_system_score_gemma":0.00007462561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004986309,"about_ca_topic_score_gemma":0.001905796,"domain_scores_codex":[0.9990249,0.0004029405,0.0002527148,0.00006883901,0.0001295469,0.0001210603],"domain_scores_gemma":[0.9990504,0.0002183571,0.0001765681,0.0001471601,0.0003302887,0.00007716404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002339262,0.0004381704,0.03213711,0.00002665824,0.0003470586,0.0001807356,0.6345493,0.00001745204,0.001049898,0.1513513,0.01385044,0.165818],"study_design_scores_gemma":[0.0009688183,0.0006292445,0.05810411,0.0002711285,0.0001409746,0.0006376458,0.2133857,0.00001973873,0.000397565,0.3431714,0.3819326,0.0003411474],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8368551,0.01456218,0.0002230095,0.09215467,0.0003305804,0.00005766789,0.000002123006,0.00001702411,0.05579768],"genre_scores_gemma":[0.9923906,0.004071899,0.001548797,0.00007529714,0.0001058919,0.000001639047,0.000002502316,0.00000278946,0.001800625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4211636,"threshold_uncertainty_score":0.484176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488460937770353,"score_gpt":0.3374361749071583,"score_spread":0.3125515655294548,"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."}}