{"id":"W6990803993","doi":"","title":"Ennallistamisen vaikutukset heikkotuottoisella ojitetulla suolla","year":2024,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005282334,0.0004200365,0.0004055866,0.0004210839,0.0006486418,0.001472319,0.0003976757,0.0005468339,0.02456156],"category_scores_gemma":[0.000549595,0.0002449305,0.0004728567,0.0003159209,0.0005850131,0.0008529218,0.0008531993,0.001339155,0.004513883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220383,"about_ca_system_score_gemma":0.001341025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002927298,"about_ca_topic_score_gemma":0.00987178,"domain_scores_codex":[0.9996031,0.00006232846,0.00004318157,0.000100235,0.0001345564,0.00005665277],"domain_scores_gemma":[0.9995494,0.000121486,0.00006933745,0.00004594794,0.0001446727,0.00006903855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003954287,0.0008206785,0.009032494,0.002510211,0.0002052007,0.0009438047,0.002241875,0.0004048088,0.5677624,0.01530744,0.00784497,0.3889718],"study_design_scores_gemma":[0.0001396195,0.002767646,0.02877918,0.0005441312,0.0002535508,0.001158219,0.002016628,0.0004494225,0.323942,0.003536256,0.6363223,0.00009094126],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6067975,0.1135914,0.009976905,0.004980155,0.002685743,0.0003328646,0.003226296,0.0004435725,0.2579656],"genre_scores_gemma":[0.5634298,0.0472451,0.01014927,0.001786323,0.0003816581,0.0002305264,0.002458102,0.000160841,0.3741584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02456156,"threshold_uncertainty_score":0.08216661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02297386767255706,"score_gpt":0.2721648848190584,"score_spread":0.2491910171465014,"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."}}