{"id":"W4385853233","doi":"10.59962/9780774853620-013","title":"Kelowna Beginnings","year":2007,"lang":"de","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0005718601,0.0003039414,0.001072588,0.00009078327,0.001420364,0.0002924517,0.001184818,0.0009218801,0.001578688],"category_scores_gemma":[0.0000805666,0.0007908659,0.0006460655,0.000037574,0.006380918,0.0001475424,0.001112514,0.0008071254,0.0001035719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002509227,"about_ca_system_score_gemma":0.0002192648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5813554,"about_ca_topic_score_gemma":0.8159001,"domain_scores_codex":[0.996471,0.0001015545,0.000469143,0.0009249569,0.001234045,0.0007992605],"domain_scores_gemma":[0.9974473,0.0003391994,0.0007034043,0.0004301638,0.0006858134,0.0003941491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001666956,0.0002812076,0.0006741025,0.0006931741,0.002110958,0.003554169,0.01502765,0.000001496323,0.00002303488,0.06572361,0.4609832,0.4507608],"study_design_scores_gemma":[0.0007240077,0.0001366834,0.0009505335,0.001198042,0.0005204131,0.00000998555,0.001653195,0.000006957252,0.000002003718,0.001939364,0.9920993,0.0007594615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003233393,0.000971704,0.00005727922,0.000203612,0.000681747,0.0007373221,0.0007729966,0.0001706771,0.9931713],"genre_scores_gemma":[0.01183635,0.002864409,0.0003876066,0.0001066918,0.0003959055,3.134661e-7,0.00002167043,0.00004938921,0.9843377],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5311162,"threshold_uncertainty_score":0.9998797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03695897861982486,"score_gpt":0.2318175932322332,"score_spread":0.1948586146124083,"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."}}