{"id":"W7112666675","doi":"","title":"Komentosiltalaitteiden käytettävyys luotsauksessa","year":2008,"lang":"fi","type":"other","venue":"Aaltodoc (Aalto University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"World class; Context (archaeology); Independence (probability theory); 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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0005065897,0.002972091,0.002835118,0.006883569,0.001386542,0.0002748461,0.004588451,0.002576206,0.06115777],"category_scores_gemma":[0.0001884821,0.003885165,0.00156646,0.00612808,0.001976245,0.001290932,0.002024523,0.002600296,0.2267528],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004292603,"about_ca_system_score_gemma":0.001963354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002510622,"about_ca_topic_score_gemma":0.001253097,"domain_scores_codex":[0.9879144,0.001323647,0.001158044,0.003713609,0.002400616,0.00348967],"domain_scores_gemma":[0.9912787,0.0004180599,0.002117772,0.003650409,0.0006085961,0.001926479],"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":[0.0006857322,0.001442019,0.003074192,0.0005560124,0.002854317,0.01275999,0.001268491,0.00008055424,0.001368855,0.01371743,0.9569508,0.005241647],"study_design_scores_gemma":[0.005012495,0.0004314254,0.001740943,0.001057063,0.001337633,0.000346029,0.001002996,0.00005454379,0.0003302173,0.00005914643,0.9848878,0.003739757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003528576,0.003164413,0.0002264407,0.00053734,0.002260753,0.002399746,0.001870685,0.001874852,0.9841372],"genre_scores_gemma":[0.008283927,0.008788969,0.0008378818,0.0004086753,0.001718285,0.000006063177,0.0007397598,0.003143414,0.976073],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.165595,"threshold_uncertainty_score":0.9999135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581278966202823,"score_gpt":0.2009058561808097,"score_spread":0.1850930665187815,"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."}}