{"id":"W7066188734","doi":"","title":"Harrastamisen Suomen malli, etsivän harrastustoiminnan kehittäminen Nousiaisten kunnassa","year":2022,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Authorship Attribution and Profiling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Population; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004446812,0.002532682,0.002543072,0.001411433,0.001936316,0.001410791,0.008417088,0.001549191,0.07292511],"category_scores_gemma":[0.0005823512,0.002654058,0.001219676,0.002643539,0.0007455873,0.0009283921,0.004813833,0.003731854,0.01325583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001557844,"about_ca_system_score_gemma":0.001429607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007371298,"about_ca_topic_score_gemma":0.000340634,"domain_scores_codex":[0.9849582,0.002416682,0.00253649,0.003700271,0.002948421,0.003439929],"domain_scores_gemma":[0.990273,0.0007629326,0.002486592,0.004568084,0.0004594022,0.001449972],"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":[0.0006722449,0.00159425,0.003164011,0.001489305,0.002024899,0.002322699,0.01903857,0.0008846336,0.00174299,0.0513106,0.01209398,0.9036618],"study_design_scores_gemma":[0.001595202,0.0004817269,0.00110241,0.000425177,0.0002836355,0.0003060521,0.001442904,0.006237781,0.0003653046,0.001220596,0.9835751,0.002964106],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00256909,0.002369491,0.01475567,0.006606898,0.006432996,0.002560817,0.0008044353,0.001849378,0.9620512],"genre_scores_gemma":[0.04275874,0.0003357901,0.004909709,0.001902698,0.001759191,0.000479901,0.0007504113,0.001130383,0.9459732],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9714811,"threshold_uncertainty_score":0.999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03950181782726753,"score_gpt":0.2730300344592209,"score_spread":0.2335282166319534,"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."}}