{"id":"W7072294213","doi":"","title":"Varustamobarometri. Heinäkuu 2009","year":2009,"lang":"fi","type":"other","venue":"UTUPub (University of Turku)","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Complete information; Quarter (Canadian coin); State (computer science)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002122975,0.0004493221,0.0006100183,0.0004724263,0.0002120438,0.00003277138,0.001159762,0.000318881,0.1458076],"category_scores_gemma":[0.00001440059,0.0005443617,0.0003612579,0.0008960837,0.0004359297,0.000236165,0.00402091,0.0003235329,0.00691097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003235433,"about_ca_system_score_gemma":0.00002726745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006692204,"about_ca_topic_score_gemma":0.002422954,"domain_scores_codex":[0.9976879,0.00007584687,0.0002064928,0.0007664867,0.0006881917,0.0005750869],"domain_scores_gemma":[0.9985567,0.00002806756,0.0003871451,0.0007260235,0.00001847527,0.0002836372],"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":[0.00006747222,0.0004942589,0.0001470189,0.00008397413,0.0001165384,0.0001375674,0.0002845857,0.00006910128,0.0001283729,0.0006012713,0.3492714,0.6485984],"study_design_scores_gemma":[0.001373673,0.0004967396,0.01123303,0.0001032921,0.0002165534,0.000005029888,0.0008646179,0.0002463079,0.00001529956,0.0007037373,0.9841746,0.0005671334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002572533,0.0003355542,0.00132433,0.001308792,0.0003485545,0.0005517509,0.0001819427,0.00008395741,0.9932926],"genre_scores_gemma":[0.030478,0.001316841,0.001973195,0.0001606854,0.0001003556,1.632148e-7,0.0000673067,0.00005717791,0.9658463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6480313,"threshold_uncertainty_score":0.9999223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005310203837649637,"score_gpt":0.1562898395877851,"score_spread":0.1509796357501354,"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."}}