{"id":"W1556806465","doi":"","title":"Forestry Workers and their Communities","year":2008,"lang":"en","type":"article","venue":"Labour / Le Travail","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Parallels; Mill; Work (physics); Bluff; Economic history; Sociology; Political science; Economic growth; Economy; Archaeology; History; Law; Engineering; Economics; Operations management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00006934822,0.00009627287,0.00008096088,0.00001929423,0.0002466727,0.00002081325,0.0001765277,0.00003437255,0.001407606],"category_scores_gemma":[0.000002542931,0.00007902442,0.00002316373,0.0001023779,0.0004329731,0.0001400194,0.0001248757,0.00009279331,0.0005351643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000134863,"about_ca_system_score_gemma":0.000005223262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007683334,"about_ca_topic_score_gemma":0.001212984,"domain_scores_codex":[0.9995316,0.0000314789,0.00007790323,0.00008638576,0.00007812368,0.0001945005],"domain_scores_gemma":[0.9996968,0.00002521058,0.00002326093,0.0001948775,0.000001636368,0.00005820134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001732723,0.00005723255,0.9274808,0.00001400981,0.00001954239,0.00001040979,0.01158164,0.0001940453,0.0001010728,0.002721332,0.04792972,0.009872873],"study_design_scores_gemma":[0.0002964096,0.00003343421,0.7754507,0.000006675579,0.000002432809,0.0000132542,0.001192193,0.0002068877,0.00006997324,0.0004778954,0.222103,0.0001471487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212137,0.0001017125,0.00001167465,0.0002598562,0.00003126492,0.00006289894,0.000004412935,0.00004547821,0.07826897],"genre_scores_gemma":[0.9555263,0.0001634433,0.0001275158,0.0004612415,0.00002912614,0.000006197589,0.000004432985,0.00001015333,0.04367157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1741733,"threshold_uncertainty_score":0.9995052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015399197364776,"score_gpt":0.2055515395973918,"score_spread":0.1901523422326158,"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."}}