{"id":"W7020414204","doi":"","title":"Lentokoneasentajan harjoittelun kehittäminen Patrialla","year":2012,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aviation; Relation (database); 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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004795378,0.006181614,0.005833992,0.003171584,0.001045717,0.00131203,0.00641043,0.004670066,0.1764302],"category_scores_gemma":[0.000909888,0.006314456,0.003318259,0.002841613,0.001987839,0.001493645,0.002677957,0.004197636,0.5670431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002625531,"about_ca_system_score_gemma":0.001155991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697499,"about_ca_topic_score_gemma":0.001099758,"domain_scores_codex":[0.9751394,0.003662704,0.004318378,0.004472541,0.004532105,0.007874847],"domain_scores_gemma":[0.9831417,0.001171739,0.003410219,0.00767143,0.0006562657,0.003948685],"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":[0.003192753,0.004513274,0.003114734,0.002080715,0.007385969,0.0009923277,0.003061785,0.00006322942,0.008194423,0.008069538,0.0333762,0.9259551],"study_design_scores_gemma":[0.006602709,0.0004185094,0.001781859,0.002193273,0.003735458,0.0004683498,0.0005788604,0.0001353254,0.00148974,0.0009762803,0.9749443,0.006675337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005831487,0.01903252,0.0001263045,0.001030136,0.01003323,0.00601685,0.004402493,0.003054047,0.950473],"genre_scores_gemma":[0.03688406,0.001708267,0.001063563,0.0006301491,0.01904528,0.0005972051,0.002412447,0.01153239,0.9261267],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9415681,"threshold_uncertainty_score":0.9997247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03330919608545711,"score_gpt":0.2735968179766098,"score_spread":0.2402876218911527,"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."}}