{"id":"W4399844416","doi":"10.37448/dt.143962","title":"Syö lautanen tyhjäksi!","year":2024,"lang":"fi","type":"article","venue":"Diakonian tutkimus","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006089482,0.001106774,0.0005842965,0.0007416299,0.003015877,0.006890911,0.0008886238,0.002314094,0.4125812],"category_scores_gemma":[0.001614437,0.0004251731,0.0004207404,0.0009363466,0.001168838,0.003657284,0.004501797,0.002724922,0.2360034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177793,"about_ca_system_score_gemma":0.002719511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006956706,"about_ca_topic_score_gemma":0.01515452,"domain_scores_codex":[0.9994307,0.00005632277,0.00002518399,0.0001449238,0.0002101378,0.0001326991],"domain_scores_gemma":[0.9994354,0.00006327872,0.0000423288,0.00005166747,0.0001784189,0.0002289356],"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":[0.0002591858,0.0001030925,0.002162014,0.0006169005,0.00001767985,0.001212399,0.004563452,0.0001048471,0.004204778,0.0247551,0.8107433,0.1512573],"study_design_scores_gemma":[0.000003847787,0.000009189615,0.0006742626,0.00007734371,0.000002695128,0.0001268702,0.0008550626,0.00002263887,0.0002189689,0.0004377375,0.9975649,0.000006523881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0144009,0.01358066,0.002614986,0.03533751,0.02610025,0.0001596668,0.00397146,0.001967434,0.9018672],"genre_scores_gemma":[0.01214382,0.002403212,0.001016781,0.001296087,0.0006305235,0.00004254916,0.0009813427,0.0006241739,0.9808616],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4125812,"threshold_uncertainty_score":0.8378817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04336485915172773,"score_gpt":0.4066982547238296,"score_spread":0.3633333955721019,"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."}}