{"id":"W7056593162","doi":"","title":"Esteratsastajien yleisimpien kiputilojen ennaltaehkäisy","year":2025,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008580511,0.0008628655,0.0008416621,0.0008351094,0.001094641,0.003413217,0.0007249149,0.001051486,0.04116777],"category_scores_gemma":[0.0009584247,0.0004318546,0.00104885,0.0007158301,0.0009210733,0.002206095,0.002079335,0.002450473,0.01092983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031696,"about_ca_system_score_gemma":0.002141183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001739711,"about_ca_topic_score_gemma":0.003475348,"domain_scores_codex":[0.9992865,0.00008072672,0.00005509622,0.0001544272,0.0002753398,0.0001479965],"domain_scores_gemma":[0.9994047,0.0001157655,0.0001003573,0.00005563659,0.0002088394,0.0001147284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002163772,0.0006567217,0.00501162,0.003876589,0.0001702556,0.002134854,0.001875133,0.0006337526,0.6662947,0.01694865,0.008882407,0.2913515],"study_design_scores_gemma":[0.0001348337,0.001687311,0.01147832,0.0007262682,0.0002738171,0.003212271,0.003282703,0.00118754,0.3901478,0.00632721,0.5813807,0.0001612519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4894868,0.1054301,0.05379176,0.009904732,0.003956963,0.0008832235,0.003532497,0.001628243,0.3313856],"genre_scores_gemma":[0.4802049,0.0594574,0.04406735,0.003129303,0.0006501019,0.0005517046,0.003209386,0.0006987386,0.4080311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04116777,"threshold_uncertainty_score":0.1377199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01673674477943371,"score_gpt":0.2775658904338588,"score_spread":0.2608291456544251,"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."}}