{"id":"W7005521572","doi":"","title":"Sahakuivaamon hukkalämmön hyödyntäminen lämpöpumpputekniikalla","year":2024,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Power (physics); 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":[0.001247698,0.0005506237,0.0003064577,0.0007217595,0.001404673,0.004207503,0.0007707891,0.001739132,0.1077643],"category_scores_gemma":[0.001089729,0.0002588851,0.0006458058,0.0006372292,0.000580721,0.001761824,0.001604195,0.001811647,0.03061321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002633945,"about_ca_system_score_gemma":0.005033873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01734882,"about_ca_topic_score_gemma":0.04290726,"domain_scores_codex":[0.9991812,0.0000741365,0.00003831339,0.0001344736,0.0004059346,0.0001658374],"domain_scores_gemma":[0.9990615,0.0001115244,0.00007242538,0.00004710742,0.0005126934,0.0001947243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001127067,0.0005593778,0.005049088,0.001938621,0.00006437804,0.0006057464,0.0009474658,0.0005638805,0.06276321,0.02619494,0.4428303,0.4573559],"study_design_scores_gemma":[0.00001407434,0.0001087251,0.001801121,0.0001261184,0.00001814885,0.00005987532,0.0003039334,0.0001479061,0.006451594,0.0005452791,0.9904108,0.00001250893],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03435972,0.03627854,0.006726316,0.03165796,0.01066761,0.0005476046,0.008002845,0.001479449,0.8702799],"genre_scores_gemma":[0.05111844,0.01960698,0.006263411,0.006429188,0.0007588002,0.0002600924,0.004769941,0.0003858823,0.9104071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1077643,"threshold_uncertainty_score":0.3605074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994307615054096,"score_gpt":0.2580403679590993,"score_spread":0.2380972918085583,"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."}}