{"id":"W7043391060","doi":"","title":"Sosiaalinen kestävyys Suomen metsäbiotaloudessa","year":2020,"lang":"fi","type":"other","venue":"LUTPub (LUT University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003562828,0.002154263,0.002327162,0.003421044,0.0005815742,0.0003008794,0.003774971,0.002094706,0.03943223],"category_scores_gemma":[0.0001484221,0.002767725,0.001157413,0.006049984,0.001043213,0.000618256,0.001871586,0.002156737,0.1094476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002359805,"about_ca_system_score_gemma":0.001273125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001370519,"about_ca_topic_score_gemma":0.001242696,"domain_scores_codex":[0.9917056,0.0010159,0.0007203918,0.002880817,0.001441716,0.002235563],"domain_scores_gemma":[0.9943858,0.0002142877,0.001321197,0.002049039,0.0002739226,0.001755753],"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":[0.001608412,0.001556264,0.002616209,0.001328886,0.008000696,0.01415599,0.002961976,0.0001166724,0.008343624,0.08812675,0.8651473,0.006037211],"study_design_scores_gemma":[0.003612151,0.0003326217,0.0004044493,0.0005230781,0.002068041,0.0000424893,0.001153659,0.0003084461,0.0003198777,0.00006155715,0.9884489,0.002724733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000482855,0.001216612,0.0006014991,0.00122618,0.001371218,0.00164562,0.003277512,0.001558041,0.9886205],"genre_scores_gemma":[0.00725896,0.0007549776,0.001853313,0.0003740562,0.001534079,0.000002151842,0.0009278874,0.00233705,0.9849575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1233016,"threshold_uncertainty_score":0.9992008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512059937840818,"score_gpt":0.1883765893066999,"score_spread":0.1732559899282917,"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."}}