{"id":"W7034758450","doi":"","title":"Vakuutusalan substanssiosaamisen sanasto tekoälyä ja digitaalista alustaa varten","year":2021,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Gender and Feminist Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Quarter (Canadian coin)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001611216,0.002030052,0.002608151,0.0005551095,0.002101146,0.001033929,0.003787456,0.001627648,0.03206698],"category_scores_gemma":[0.0008434331,0.001939325,0.001187463,0.001976477,0.001992486,0.0003469535,0.001635596,0.001429912,0.004481979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007682203,"about_ca_system_score_gemma":0.001263844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004059254,"about_ca_topic_score_gemma":0.00758361,"domain_scores_codex":[0.9888819,0.001366745,0.001619827,0.002511637,0.002515653,0.003104175],"domain_scores_gemma":[0.9932598,0.000884845,0.001072689,0.003029991,0.0005514171,0.001201191],"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":[0.000556534,0.002261144,0.005607922,0.002167622,0.006891598,0.002341555,0.1583319,0.00003425259,0.000566474,0.03475337,0.04717499,0.7393126],"study_design_scores_gemma":[0.0009801443,0.000156921,0.002639106,0.0009218508,0.0005539245,0.00003479615,0.05206465,0.00001934668,0.00005667335,0.003096279,0.9373204,0.002155969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009126005,0.01189949,0.0001383739,0.003993319,0.003175829,0.001366599,0.0006020619,0.0005945227,0.9773172],"genre_scores_gemma":[0.09344286,0.004689279,0.0004735573,0.0007157503,0.00291126,0.0001474054,0.0003929723,0.0007750541,0.8964519],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8901454,"threshold_uncertainty_score":0.9996684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04360276885664584,"score_gpt":0.2995045918223016,"score_spread":0.2559018229656558,"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."}}