{"id":"W7017390707","doi":"","title":"As Oy Kierikankujan lämmitysjärjestelmän valinta","year":2010,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Capital Commission","funders":"","keywords":"Work (physics); Perspective (graphical); Identification (biology); Set (abstract data type); Context (archaeology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004296973,0.0003853326,0.0002911568,0.0005732269,0.001914174,0.003672532,0.0004338953,0.0007287185,0.09700908],"category_scores_gemma":[0.0007282253,0.0001367862,0.0001613672,0.000475745,0.0005156684,0.00170835,0.00130405,0.001115412,0.0329127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009555334,"about_ca_system_score_gemma":0.001478287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001845688,"about_ca_topic_score_gemma":0.004360614,"domain_scores_codex":[0.9997489,0.00003530442,0.000009895549,0.00007380661,0.00009472573,0.00003741878],"domain_scores_gemma":[0.9997301,0.00003948572,0.00002656686,0.00001750809,0.0001073502,0.00007903312],"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":[0.0002147598,0.0002664097,0.00309853,0.0009698247,0.00001596737,0.00101137,0.004904803,0.0003211753,0.004112195,0.07858982,0.4211607,0.4853344],"study_design_scores_gemma":[0.000003153396,0.00002065257,0.001318802,0.0001457896,0.000004372645,0.0003284577,0.001082545,0.00008064978,0.0006788331,0.001294596,0.9950358,0.000006376921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03858351,0.03875766,0.003986319,0.0295185,0.008379092,0.0001036445,0.001137809,0.0005834509,0.8789501],"genre_scores_gemma":[0.07384399,0.01138857,0.002904496,0.001143727,0.0004990163,0.00004147112,0.0003078091,0.0001762293,0.9096946],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09700908,"threshold_uncertainty_score":0.3245277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163154771601117,"score_gpt":0.2765678935573228,"score_spread":0.2549363458413116,"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."}}