{"id":"W7028548989","doi":"","title":"Finlandia Hotel Seurahuone Kokkola : Majoituspakettien suunnittelu ja toteutus","year":2010,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Engineering and Materials Science Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Data collection; Tourism; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001187428,0.002169342,0.002181165,0.0008732625,0.0004943619,0.0005606572,0.002065348,0.001783479,0.007322825],"category_scores_gemma":[0.0003463954,0.002064687,0.0005968215,0.0008588397,0.0006235171,0.000395739,0.0007124942,0.002258987,0.01040004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002854858,"about_ca_system_score_gemma":0.0001693171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006020464,"about_ca_topic_score_gemma":0.0003655671,"domain_scores_codex":[0.9931132,0.0002033658,0.00132226,0.001562354,0.001123531,0.002675293],"domain_scores_gemma":[0.9959829,0.0004136129,0.000465464,0.002182171,0.0001856479,0.0007702087],"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":[0.0003275597,0.0005340277,0.0003290675,0.004748593,0.002634765,0.0009583938,0.007368498,0.009345693,0.1234396,0.002191893,0.005634743,0.8424872],"study_design_scores_gemma":[0.000984407,0.0001680544,0.001571421,0.0009275324,0.0003285982,0.0001631691,0.0002937525,0.0009853397,0.005603407,0.0004265479,0.986063,0.002484779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03019889,0.005085065,0.001548777,0.000336713,0.0109991,0.001153699,0.0005052647,0.002348771,0.9478237],"genre_scores_gemma":[0.08143643,0.002824143,0.0038547,0.0001313504,0.003173693,0.0001997729,0.0001202901,0.001447625,0.906812],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9804283,"threshold_uncertainty_score":0.9995124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158207436105146,"score_gpt":0.2203441157045242,"score_spread":0.2087620413434728,"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."}}