{"id":"W7067236016","doi":"","title":"Kohti kestävää tulevaisuutta ja hiilineutraalisuutta : kemian yliopisto-opetuksen nykytila ja kehittäminen kasvihuonekaasupäästöjen vähentämisen osalta","year":2020,"lang":"fi","type":"other","venue":"Työväentutkimus Vuosikirja","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Population; Value (mathematics); Independence (probability 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00127196,0.000765927,0.0009739881,0.0008448964,0.001869446,0.006612573,0.001120608,0.001989725,0.04469875],"category_scores_gemma":[0.001290865,0.0005735833,0.0009068556,0.0007555701,0.001439235,0.004086267,0.003807649,0.002873469,0.01323592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00201587,"about_ca_system_score_gemma":0.003186208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004493262,"about_ca_topic_score_gemma":0.007712766,"domain_scores_codex":[0.9989343,0.0001495667,0.00006783277,0.0003172778,0.0003027405,0.0002282491],"domain_scores_gemma":[0.9991709,0.00019187,0.0001240659,0.00006274357,0.0002589638,0.0001914981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003289699,0.001104168,0.01790162,0.008277203,0.0004298534,0.004994896,0.009384591,0.0008396127,0.4388691,0.04697328,0.0386698,0.4292663],"study_design_scores_gemma":[0.00006799287,0.0007227033,0.0176316,0.0008656484,0.0002308894,0.002302024,0.005531668,0.000460199,0.09505031,0.00646798,0.8705218,0.0001473111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3475538,0.1420321,0.02535068,0.02147875,0.005199031,0.0006056397,0.003346495,0.001471569,0.452962],"genre_scores_gemma":[0.4566731,0.05663706,0.02466929,0.005746942,0.0008740604,0.0004213817,0.00315735,0.0008404739,0.4509802],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04469875,"threshold_uncertainty_score":0.1495322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01920944830908152,"score_gpt":0.2687587319053371,"score_spread":0.2495492835962555,"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."}}