{"id":"W7034885608","doi":"","title":"Vihreä vety ja jatkojalostus","year":2024,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Quarter (Canadian coin); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001225342,0.0008683144,0.0005351462,0.001000852,0.004623532,0.01178245,0.001141582,0.002473853,0.1471039],"category_scores_gemma":[0.002689553,0.0004492411,0.0004774282,0.0009754666,0.002115902,0.004869101,0.004641106,0.003247411,0.07145026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003789867,"about_ca_system_score_gemma":0.005120252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0124974,"about_ca_topic_score_gemma":0.03348266,"domain_scores_codex":[0.998377,0.0001869607,0.00008018144,0.000337689,0.0007083391,0.0003097108],"domain_scores_gemma":[0.9979221,0.0003355675,0.0001450971,0.0001865735,0.0009150764,0.0004956218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006265904,0.0002642067,0.00534783,0.001067306,0.00004254265,0.001569008,0.0139816,0.0003910648,0.01796124,0.1330951,0.4911156,0.3345378],"study_design_scores_gemma":[0.00000350447,0.0000179086,0.0008043548,0.00008593218,0.000007281887,0.000155134,0.001851038,0.00007515665,0.001268514,0.001293974,0.994423,0.00001420889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01868205,0.01010114,0.006892866,0.02809467,0.01024683,0.0001238635,0.0008432391,0.001316185,0.923699],"genre_scores_gemma":[0.03946647,0.004164285,0.003499117,0.003269808,0.0007325436,0.00005926532,0.0003897024,0.0006395596,0.9477792],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1471039,"threshold_uncertainty_score":0.4921117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05284094626120622,"score_gpt":0.349768749477386,"score_spread":0.2969278032161798,"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."}}