{"id":"W7037207629","doi":"","title":"Dokumentointi kuntouttavassa sosiaalityössä","year":2012,"lang":"fi","type":"dissertation","venue":"Lauda (University of Lapland)","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Context (archaeology); Government (linguistics); 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002498338,0.0003513042,0.0005645934,0.00004754973,0.0004676268,0.00003429178,0.0006864322,0.0006286383,0.005063687],"category_scores_gemma":[0.00001089016,0.0002263172,0.0002758614,0.000283485,0.0001431042,0.0001889934,0.0001079593,0.0003299428,0.0004049214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003895742,"about_ca_system_score_gemma":0.00003844241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005446399,"about_ca_topic_score_gemma":0.01910539,"domain_scores_codex":[0.9982876,0.0001542719,0.0002476005,0.0004407698,0.0003580067,0.0005117386],"domain_scores_gemma":[0.9987819,0.0001753124,0.0005147683,0.0001465449,0.0001236844,0.0002578516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002974621,0.002471695,0.4523495,0.001820361,0.001859618,0.0002288017,0.0124985,0.00004669129,0.2450799,0.008463907,0.04758297,0.2246234],"study_design_scores_gemma":[0.0005166306,0.000384061,0.5454105,0.0002028165,0.0004651228,0.00001336409,0.009737371,0.00005118342,0.0008479558,0.0001325999,0.4415049,0.0007335165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717556,0.001065555,0.00001728761,0.0002995363,0.0006148158,0.0002957196,0.001184131,0.00003576854,0.0247316],"genre_scores_gemma":[0.963939,0.0006472439,0.0001922076,0.00004036296,0.0003190187,3.595592e-7,0.003986343,0.000002688551,0.03087285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3939219,"threshold_uncertainty_score":0.9987934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367334167785135,"score_gpt":0.195786402937338,"score_spread":0.1721130612594866,"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."}}