{"id":"W3124117497","doi":"10.18174/639446","title":"Bedrijfsuitkomsten in de Nederlandse particuliere bosbouw over 2021","year":2023,"lang":"nl","type":"preprint","venue":"","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002658384,0.0002532418,0.0003950926,0.001091926,0.0009453551,0.003743158,0.0006633306,0.001455245,0.02627366],"category_scores_gemma":[0.004108551,0.0003377625,0.0004445937,0.002141466,0.0005107202,0.001849076,0.001763399,0.001536658,0.003500398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004316438,"about_ca_system_score_gemma":0.004402154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1313443,"about_ca_topic_score_gemma":0.2059119,"domain_scores_codex":[0.99778,0.0003354081,0.0001199354,0.0003822768,0.000802951,0.0005794368],"domain_scores_gemma":[0.9985145,0.0003846225,0.0003214979,0.0000846123,0.0003543119,0.0003404531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001034891,0.0004959102,0.1718048,0.001886694,0.000293182,0.0007340182,0.009534734,0.007045457,0.003967764,0.1545076,0.2864096,0.3622855],"study_design_scores_gemma":[0.00005294845,0.00007664222,0.184213,0.0004567253,0.00007812359,0.0001279248,0.003208511,0.0007359713,0.001560542,0.009056345,0.8003883,0.00004504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4578341,0.03144154,0.009172627,0.03949559,0.001259988,0.0001736625,0.0610527,0.0004440811,0.3991257],"genre_scores_gemma":[0.7737739,0.01371797,0.006548868,0.005445947,0.000308791,0.0003224357,0.03507805,0.0002522655,0.1645517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1313443,"threshold_uncertainty_score":0.2611595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296248418147812,"score_gpt":0.2732178813645208,"score_spread":0.2502553971830427,"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."}}