{"id":"W7066047538","doi":"","title":"Geokätköilyn ohjaajakoulutus","year":2022,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics); Paid work","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004151367,0.001734167,0.001778947,0.0004436134,0.001246447,0.0003515045,0.00231582,0.0004258737,0.2179899],"category_scores_gemma":[0.00003514342,0.001776811,0.001227309,0.001148173,0.000506248,0.0003681079,0.001525821,0.002276735,0.02364658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005542763,"about_ca_system_score_gemma":0.0005091585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001095009,"about_ca_topic_score_gemma":0.00003577267,"domain_scores_codex":[0.993061,0.000586746,0.001276448,0.001786952,0.001239475,0.002049376],"domain_scores_gemma":[0.9951751,0.0003960375,0.001163358,0.002363177,0.000157132,0.0007452443],"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":[0.0002025302,0.001957856,0.001728473,0.0002303568,0.002058808,0.00007543153,0.001359132,0.002688385,0.0006922831,0.1347977,0.004565328,0.8496437],"study_design_scores_gemma":[0.001258359,0.0003158444,0.002861585,0.0001379435,0.0005020364,0.000001857908,0.001488944,0.000674364,0.00004602126,0.007534408,0.9833668,0.001811796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009233209,0.0007802689,0.001354158,0.001053842,0.001693861,0.001488008,0.001651992,0.0004203634,0.9823243],"genre_scores_gemma":[0.1210135,0.00006286291,0.0007549332,0.0004690389,0.0032364,0.0005152627,0.001774821,0.00116663,0.8710065],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9788015,"threshold_uncertainty_score":0.9995404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175788226213049,"score_gpt":0.2386819589441773,"score_spread":0.2211031363228724,"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."}}