{"id":"W7034833141","doi":"","title":"Voimajohtojen maadoitusmittaukset: Maadoitusmittausprosessin kehittäminen","year":2020,"lang":"fi","type":"other","venue":"Tampere University Institutional Repository (Tampere University)","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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","sts","insufficient_payload"],"category_scores_codex":[0.0002694979,0.00189187,0.001926259,0.001766258,0.004022515,0.0004604553,0.002682747,0.001494728,0.01104835],"category_scores_gemma":[0.0002115627,0.002359972,0.001016435,0.001941273,0.003485022,0.002166955,0.001761747,0.001841492,0.008347644],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003852325,"about_ca_system_score_gemma":0.00301231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004013194,"about_ca_topic_score_gemma":0.000538209,"domain_scores_codex":[0.9916657,0.000938237,0.0009141274,0.003077687,0.001806415,0.001597809],"domain_scores_gemma":[0.9947318,0.0003794094,0.001410527,0.001484378,0.0007056334,0.001288281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008039452,0.004335979,0.01197324,0.002803677,0.007797004,0.1007465,0.008185606,0.002447231,0.4037409,0.08008048,0.3659131,0.003936888],"study_design_scores_gemma":[0.002765432,0.0002591509,0.001613303,0.0009418004,0.001026743,0.000636052,0.006210173,0.0001245253,0.009320665,0.0000146492,0.9747319,0.002355662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05958805,0.001221615,0.001560532,0.001708298,0.007076918,0.001445956,0.002519991,0.001199304,0.9236794],"genre_scores_gemma":[0.1663653,0.0009398693,0.00159398,0.0003983636,0.00152171,0.000001488667,0.0002847693,0.0002757907,0.8286188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6088188,"threshold_uncertainty_score":0.9999717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416099392934064,"score_gpt":0.2029911667117545,"score_spread":0.1888301727824139,"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."}}