{"id":"W7024749487","doi":"","title":"Suunnistuskilpailuiden valvonnan kehittäminen","year":2024,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Work (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":[0.0008606497,0.0007411873,0.0007010434,0.0007455436,0.002243912,0.004358523,0.0008859256,0.001168318,0.06322857],"category_scores_gemma":[0.001291559,0.000356102,0.0004687224,0.0006522441,0.0008666863,0.002007586,0.00235226,0.001937777,0.02155689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496697,"about_ca_system_score_gemma":0.003207664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004294394,"about_ca_topic_score_gemma":0.01282526,"domain_scores_codex":[0.9990552,0.0001291954,0.00005580202,0.0002270973,0.0003485851,0.0001841069],"domain_scores_gemma":[0.9990397,0.0001996844,0.0001126181,0.00007784573,0.0003583998,0.0002116593],"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":[0.001768995,0.0008360055,0.01707678,0.002974951,0.0001200097,0.003283949,0.009789832,0.0009411876,0.155759,0.04484913,0.05493797,0.7076622],"study_design_scores_gemma":[0.00002589739,0.0003529564,0.009579139,0.0004833878,0.00006058654,0.0007896615,0.004045335,0.0004538092,0.02743332,0.003485045,0.9532331,0.00005774993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2253542,0.04159959,0.01991803,0.01238996,0.004924808,0.0004466594,0.001666271,0.001684122,0.6920164],"genre_scores_gemma":[0.3099419,0.01583169,0.01526611,0.001897335,0.0005319293,0.0002262,0.001439427,0.0006992713,0.6541662],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06322857,"threshold_uncertainty_score":0.2115207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514499920614254,"score_gpt":0.2801752180309756,"score_spread":0.255030218824833,"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."}}