{"id":"W4401701007","doi":"10.51937/amfiteater-2024-1/42-75","title":"Anatomija fiaska","year":2024,"lang":"sl","type":"article","venue":"Amfiteater","topic":"Environmental Science and Water Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003840136,0.0003296167,0.000184208,0.00009445964,0.0001830944,0.000474944,0.0005340627,0.0001126557,0.02934905],"category_scores_gemma":[0.000002296919,0.0002618184,0.0001662256,0.000423327,0.0004527582,0.0008098488,0.0006986589,0.0002365564,0.05688906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003958991,"about_ca_system_score_gemma":0.000007854454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000449222,"about_ca_topic_score_gemma":0.00004173434,"domain_scores_codex":[0.9973372,0.00006166498,0.0003060722,0.0009264391,0.000617411,0.0007512062],"domain_scores_gemma":[0.9992254,0.00002682541,0.00002957131,0.0004915805,0.000001429106,0.0002251732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002072562,0.0002592718,0.07729421,0.0001997303,0.0001651768,0.00114125,0.004896179,0.0004821563,0.0143226,0.0009773416,0.2230703,0.6771711],"study_design_scores_gemma":[0.0002562286,0.0002069606,0.09704935,0.0002169106,0.0001289848,0.00003285546,0.001237321,0.006522429,0.008991254,0.001709958,0.8827934,0.0008543605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8913649,0.001641969,0.0003400835,0.005160994,0.00196295,0.0004459928,0.00004175168,0.0001962393,0.09884506],"genre_scores_gemma":[0.9183451,0.0004708122,0.0002079136,0.001610218,0.0001923779,0.00002140129,0.00001266694,0.0000367998,0.07910273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6763167,"threshold_uncertainty_score":0.9999834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004246298662384757,"score_gpt":0.2132350387199909,"score_spread":0.2089887400576061,"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."}}