{"id":"W7054710213","doi":"","title":"Arkkitehtuuriaiheiset pienlehdet Suomessa","year":2018,"lang":"fi","type":"other","venue":"Aaltodoc (Aalto University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life style; Population; 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":[0.0004653361,0.0003735203,0.0002838538,0.0005366164,0.004821684,0.003525272,0.0005552576,0.001257872,0.09990764],"category_scores_gemma":[0.0007944226,0.0002685665,0.0003783262,0.0004713583,0.001314164,0.001749825,0.003000837,0.002039593,0.01749928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002854631,"about_ca_system_score_gemma":0.003624352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02745555,"about_ca_topic_score_gemma":0.1243109,"domain_scores_codex":[0.9996337,0.0000341423,0.00001513343,0.0000823626,0.0001218151,0.0001129064],"domain_scores_gemma":[0.9996031,0.00006820458,0.00003104858,0.00003289579,0.0001510552,0.0001136699],"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":[0.0009632878,0.0003384531,0.02893078,0.001234808,0.00006769275,0.004994918,0.0422021,0.0003948988,0.03860553,0.1198628,0.3845789,0.3778258],"study_design_scores_gemma":[0.000004574832,0.00002519409,0.006744076,0.00007404997,0.000007173874,0.0002528412,0.004256781,0.00003894018,0.001537715,0.0006967818,0.9863483,0.00001354944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07163636,0.00371686,0.002528985,0.01438156,0.003394604,0.000148431,0.0009929398,0.0005046843,0.9026955],"genre_scores_gemma":[0.09574005,0.001266836,0.001960629,0.001811433,0.000203425,0.00007564497,0.000441151,0.0002337367,0.8982671],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09990764,"threshold_uncertainty_score":0.3342243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107032948730296,"score_gpt":0.1854346197643668,"score_spread":0.1743642902770639,"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."}}