{"id":"W7021000955","doi":"","title":"Metsolat-sarjan katsojakokemukset : selityksiä sarjan suursuosiolle","year":2022,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Healthcare during COVID-19 Pandemic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Third stage; Block (permutation group theory); 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":[0.006355392,0.00327372,0.003730793,0.002452194,0.002251617,0.001237309,0.01252111,0.002165255,0.03735942],"category_scores_gemma":[0.001210449,0.003463774,0.001613674,0.004197557,0.0008917312,0.001102815,0.007110524,0.005668481,0.01636704],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003969471,"about_ca_system_score_gemma":0.004080305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005119056,"about_ca_topic_score_gemma":0.001616878,"domain_scores_codex":[0.9774091,0.00491795,0.003233331,0.005419485,0.004029472,0.00499062],"domain_scores_gemma":[0.9839212,0.002263777,0.002414282,0.008673309,0.0004730666,0.002254361],"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":[0.0005021524,0.001295198,0.002446147,0.002781641,0.001672203,0.001873956,0.009716346,0.0005433111,0.0008699971,0.02417331,0.009041419,0.9450843],"study_design_scores_gemma":[0.00202789,0.0007538864,0.001615574,0.0008248598,0.0002927514,0.0004134373,0.0005568173,0.004512883,0.0001931156,0.003512391,0.9817868,0.003509577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004671778,0.007449374,0.007233445,0.007642658,0.00807465,0.003973547,0.001093406,0.003240421,0.9566207],"genre_scores_gemma":[0.0352122,0.001334928,0.006175172,0.005792697,0.002391815,0.000614837,0.0004168835,0.001749317,0.9463121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9727454,"threshold_uncertainty_score":0.9998541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03580547305601291,"score_gpt":0.2999981993574217,"score_spread":0.2641927263014088,"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."}}