{"id":"W6992019953","doi":"","title":"Kalajoen metsäpalo 2021 : tapaustutkimus palotapahtumasta ja suojeluratkaisusta","year":2022,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Context (archaeology); Term (time); Government (linguistics)","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","sts","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.006526743,0.007910551,0.007526861,0.005228173,0.002877291,0.002083696,0.01140946,0.003530365,0.5226355],"category_scores_gemma":[0.001492388,0.008515884,0.003608614,0.007853176,0.002858458,0.001389499,0.008370896,0.008527934,0.216599],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00640511,"about_ca_system_score_gemma":0.002815172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007555247,"about_ca_topic_score_gemma":0.004585706,"domain_scores_codex":[0.9629585,0.007263049,0.005498501,0.007819428,0.007605516,0.00885498],"domain_scores_gemma":[0.9765481,0.00227057,0.005955204,0.01155965,0.001055,0.002611495],"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":[0.004028422,0.008344397,0.00434964,0.003717338,0.01509313,0.01342884,0.005698061,0.00237576,0.006618772,0.02004771,0.2040948,0.7122031],"study_design_scores_gemma":[0.006160497,0.0008895187,0.002282744,0.00103024,0.003493263,0.000706971,0.004377145,0.0005839127,0.0003217182,0.00178721,0.9697219,0.008644957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004904277,0.01374127,0.0001203796,0.001401077,0.005816629,0.007447038,0.01495702,0.002909019,0.9487033],"genre_scores_gemma":[0.0266124,0.001144418,0.001217317,0.0005897638,0.005724152,0.001950189,0.00871742,0.01430808,0.9397362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.765627,"threshold_uncertainty_score":0.9998552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02143290900004045,"score_gpt":0.2636039985739349,"score_spread":0.2421710895738945,"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."}}