{"id":"W4311309169","doi":"10.22364/adz.58.20","title":"Trīs vīru dzīvesstāsti","year":2022,"lang":"lv","type":"article","venue":"Akadēmiskā Dzīve","topic":"Historical and Archaeological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PROTO Manufacturing (Canada)","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003891157,0.0004665052,0.0006559671,0.0001238634,0.005331723,0.0001218165,0.0007194665,0.00008120737,0.05632837],"category_scores_gemma":[0.0001127462,0.0003968003,0.0004159557,0.0002080804,0.001088338,0.0001329929,0.001560683,0.0009933696,0.001428542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003574473,"about_ca_system_score_gemma":0.00007582086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008779218,"about_ca_topic_score_gemma":0.0004104141,"domain_scores_codex":[0.996534,0.0003508308,0.0006031509,0.0007475903,0.000811844,0.0009525951],"domain_scores_gemma":[0.9986429,0.0003596446,0.0002171115,0.0004234795,0.0001019776,0.0002548824],"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":[0.0001859807,0.0008840524,0.0006252376,0.00009954573,0.0003038693,0.0003816727,0.06291737,0.00006374702,0.00003543598,0.6850095,0.2198382,0.0296554],"study_design_scores_gemma":[0.0005699039,0.0008804812,0.0003567655,0.00001588055,0.00009972271,0.0000103114,0.009251983,0.00008102744,0.000008184295,0.02091579,0.9672281,0.0005819095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08344209,0.02678924,0.0000364903,0.01634269,0.008041953,0.000825412,0.0009730018,0.0004569747,0.8630922],"genre_scores_gemma":[0.7730863,0.0003887186,0.0000335054,0.001573076,0.001751814,0.0001929359,0.00004617365,0.00004437341,0.2228831],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7473899,"threshold_uncertainty_score":0.9998484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04629894026254421,"score_gpt":0.2106235186339188,"score_spread":0.1643245783713745,"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."}}