{"id":"W7061103225","doi":"","title":"Palveluiden kehittäminen Suomen Uusperheiden Liitto ry:ssä","year":2020,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Population; 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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001014816,0.002383432,0.002668374,0.0007186026,0.0006326759,0.001054282,0.003992059,0.00110994,0.08623847],"category_scores_gemma":[0.0001105643,0.002313362,0.001522031,0.00137017,0.0005240005,0.0004277424,0.001748702,0.003630987,0.06975077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006218934,"about_ca_system_score_gemma":0.001537658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003454817,"about_ca_topic_score_gemma":0.0003872612,"domain_scores_codex":[0.9889147,0.0009210703,0.001694259,0.002609672,0.001988397,0.003871855],"domain_scores_gemma":[0.9939589,0.0004943316,0.0009764144,0.002484218,0.0003089025,0.00177727],"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":[0.0007588139,0.001141891,0.003700756,0.000855218,0.005404158,0.0002511666,0.002888092,0.00003593586,0.005481004,0.02928658,0.02130708,0.9288893],"study_design_scores_gemma":[0.002323517,0.0006279552,0.0009152563,0.0005631896,0.0004182091,0.0000159662,0.0008335029,0.00105425,0.001440032,0.003369615,0.9860984,0.002340093],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003944392,0.00394569,0.0006282619,0.005550324,0.0007572545,0.00269008,0.000766195,0.0004675144,0.9812503],"genre_scores_gemma":[0.1072939,0.0009619393,0.0005246649,0.0004311255,0.004441832,0.0004196772,0.0009036161,0.001571494,0.8834517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9647914,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02736488133120107,"score_gpt":0.2921794094586171,"score_spread":0.264814528127416,"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."}}